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Table of Contents
UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
 
 
Form 10-Q
 
 
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
    
 
For the quarterly period ended September 30, 2020
March 31, 2021
    
 
     or
 
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934
    
 For the transition period from     to
Commission File Number:
001-14965
The Goldman Sachs Group, Inc.
(Exact name of registrant as specified in its charter)
 
Delaware 13-4019460
(State or other jurisdiction of
incorporation or organization)
 
(I.R.S. Employer
Identification No.)
200 West Street, New York, N.Y.N.Y. 10282
(Address of principal executive offices) (Zip Code)
(212)
902-1000
(Registrant’s telephone number, including area code)
 
 
Securities registered pursuant to Section 12(b) of the Act:
 
Title of each class
 
Trading
symbol
Symbol
 
Exchange
on which
registered
Common stock, par value $.01 per share
 GS NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate
Non-Cumulative
Preferred Stock, Series A
 GS PrA NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate
Non-Cumulative
Preferred Stock, Series C
 GS PrC NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of Floating Rate
Non-Cumulative
Preferred Stock, Series D
 GS PrD NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of 5.50%
Fixed-to-Floating
Rate
Non-Cumulative
Preferred Stock, Series J
 GS PrJ NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of 6.375%
Fixed-to-Floating
Rate
Non-Cumulative
Preferred Stock, Series K
 GS PrK NYSE
Depositary Shares, Each Representing 1/1,000th Interest in a Share of 6.30%
Non-Cumulative
Preferred Stock, Series N
 GS PrN NYSE
5.793%
Fixed-to-Floating
Rate Normal Automatic Preferred Enhanced Capital Securities of Goldman Sachs Capital II
 GS/43PE NYSE
Floating Rate Normal Automatic Preferred Enhanced Capital Securities of Goldman Sachs Capital III
 GS/43PF NYSE
Medium-Term Notes, Series E, Callable Fixed Rate Notes due 2021 of GS Finance Corp.
GS/21FNYSE
Medium-Term Notes, Series E, Index-Linked Notes due 2028 of GS Finance Corp.
 FRLG NYSE Arca
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days. ☒ Yes ☐ No
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation
Regulation S-T
(§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files). ☒ Yes ☐ No
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a
non-accelerated
filer, a smaller reporting company, or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in
Rule 12b-2
of the Exchange Act.
 
Large accelerated filer ☒ Accelerated filer ☐ Non-accelerated filer ☐ Smaller reporting company ☐  Emerging growth company ☐ 
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.☐
Indicate by check mark whether the registrant is a shell company (as defined in
Rule 12b-2
of the Exchange Act). ☐ Yes ☒ No
As of OctoberApril 16, 20202021, there were 344,067,789339,762,194 shares of the registrant’s common stock outstanding.
 

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
QUARTERLY REPORT ON FORM 10-Q FOR THE QUARTER ENDED SEPTEMBER 30, 2020MARCH 31, 2021
 
INDEX
 
Form 10-Q
Item Number
 
Page No.
PART I
  
 
 
1  
 
Item 1
 
 
 
1  
 
 1  
 
 1  
 
 2  
 
 3  
 
 4  
 
 
5  
 
 5  
 
 5  
 
 6  
 
 11  
 
 16  
 
 17  
 
 2019  
 
 3029  
 
 3534  
 
 4544  
 
 5048  
 
 5452  
 
 5655  
 
 5756  
 
 6058  
 
 6159  
 
 6361  
 
 6664  
 
 7068  
 
 7371  
 
 8179  
 
 8179  
 
 8280  
 
 8280  
 
 8381  
 
 8584  
 
 8684  
95  
 
Goldman Sachs September 2020March 2021 Form 10-Q

Table of Contents
PART I. FINANCIAL INFORMATION
Item 1.    Financial Statements (Unaudited)
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Consolidated Statements of Earnings
(Unaudited)
 
 Three Months
Ended September
  
        
 Nine Months
Ended September
  
Three Months
Ended March
 
 
in millions, except per share amounts
 
 
2020
 
   2019    
 
2020
 
   2019  
 
2021
 
   2020 
Revenues
            
Investment banking
 
 
$  1,934
 
   $1,587   
 
$  6,409
 
   $  4,966  
 
$  3,566
 
   $1,742 
Investment management
 
 
1,689
 
   1,562   
 
5,092
 
   4,518  
 
1,796
 
   1,768 
Commissions and fees
 
 
804
 
   748   
 
2,699
 
   2,301  
 
1,073
 
   1,020 
Market making
 
 
3,327
 
   2,476   
 
12,796
 
   7,678  
 
5,893
 
   3,682 
Other principal transactions
 
 
1,943
 
   942    
 
2,482
 
   3,831  
 
3,894
 
   (782
Total
non-interest
revenues
 
 
9,697
 
   7,315    
 
29,478
 
   23,294  
 
16,222
 
   7,430 
Interest income
 
 
2,932
 
   5,459   
 
10,716
 
   16,816  
 
3,054
 
   4,750 
Interest expense
 
 
1,848
 
   4,451    
 
7,375
 
   13,519  
 
1,572
 
   3,437 
Net interest income
 
 
1,084
 
   1,008    
 
3,341
 
   3,297  
 
1,482
 
   1,313 
Total net revenues
 
 
10,781
 
   8,323    
 
32,819
 
   26,591  
 
17,704
 
   8,743 
Provision for credit losses
 
 
278
 
   291   
 
2,805
 
   729  
 
(70
   937 
Operating expenses
            
Compensation and benefits
 
 
3,117
 
   2,731   
 
10,830
 
   9,307  
 
6,043
 
   3,235 
Brokerage, clearing, exchange and distribution fees
 
 
911
 
   853   
 
2,831
 
   2,438 
Transaction based
 
 
1,256
 
   1,030 
Market development
 
 
70
 
   169   
 
312
 
   539  
 
80
 
   153 
Communications and technology
 
 
340
 
   283   
 
1,006
 
   859  
 
375
 
   321 
Depreciation and amortization
 
 
468
 
   473   
 
1,404
 
   1,240  
 
498
 
   437 
Occupancy
 
 
235
 
   252   
 
706
 
   711  
 
247
 
   238 
Professional fees
 
 
298
 
   350   
 
956
 
   950  
 
360
 
   347 
Other expenses
 
 
765
 
   505    
 
5,031
 
   1,556  
 
578
 
   697 
Total operating expenses
 
 
6,204
 
   5,616    
 
23,076
 
   17,600  
 
9,437
 
   6,458 
Pre-tax
earnings
 
 
4,299
 
   2,416   
 
6,938
 
   8,262  
 
8,337
 
   1,348 
Provision for taxes
 
 
932
 
   539    
 
1,985
 
   1,713  
 
1,501
 
   135 
Net earnings
 
 
3,367
 
   1,877   
 
4,953
 
   6,549  
 
6,836
 
   1,213 
Preferred stock dividends
 
 
134
 
   84    
 
400
 
   376  
 
125
 
   90 
Net earnings applicable to common shareholders
 
 
$  3,233
 
   $1,793    
 
$  4,553
 
   $  6,173  
 
$  6,711
 
   $1,123 
Earnings per common share
            
Basic
 
 
$    9.07
 
   $  4.83   
 
$  12.71
 
   $  16.43  
 
$  18.80
 
   $  3.12 
Diluted
 
 
$    8.98
 
   $  4.79   
 
$  12.65
 
   $  16.32  
 
$  18.60
 
   $  3.11 
Average common shares
            
Basic
 
 
355.9
 
   370.0   
 
356.5
 
   374.7  
 
356.6
 
   358.0 
Diluted
 
 
359.9
 
   374.3    
 
360.0
 
   378.2  
 
360.9
 
   361.1 
Consolidated Statements of Comprehensive Income
(Unaudited)
 
 Three Months
Ended September
  
        
 Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019  
 
2021
 
   2020 
Net earnings
 
 
$  3,367
 
   $1,877   
 
$  4,953
 
   $  6,549  
 
$  6,836
 
   $1,213 
Other comprehensive income/(loss) adjustments, net of tax:
            
Currency translation
 
 
(13
   (9  
 
(74
   2  
 
0
 
   (17
Debt valuation adjustment
 
 
(268
   278   
 
428
 
   (1,450 
 
(19
   2,914 
Pension and postretirement liabilities
 
 
(2
   (5  
 
1
 
   (14 
 
7
 
   7 
Available-for-sale
securities
 
 
(11
   67    
 
494
 
   285  
 
(628
   517 
Other comprehensive income/(loss)
 
 
(294
   331    
 
849
 
   (1,177 
 
(640
   3,421 
Comprehensive income
 
 
$  3,073
 
   $2,208    
 
$  5,802
 
   $  5,372  
 
$  6,196
 
   $4,634 
 
The accompanying notes are an integral part of these consolidated financial statements.
 
1 Goldman Sachs September 2020March 2021 Form 10-Q

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Consolidated Balance Sheets
(Unaudited)
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
  December
2019
 
 
 
 
March
2021
 
 
  December
2020
  
Assets
      
Cash and cash equivalents
 
 
$  
 
153,201
 
 $133,546  
 
$  
 
191,155
 
  $   155,842 
Collateralized agreements:
      
Securities purchased under agreements to resell (at fair value)
 
 
101,277
 
 85,691  
 
146,084
 
  108,060 
Securities borrowed (includes
$31,680
and $26,279 at fair value)
 
 
127,391
 
 136,071 
Customer and other receivables (includes
$60
and $53 at fair value)
 
 
111,181
 
 74,605 
Trading assets (at fair value and includes
$80,268
and $66,605 pledged as collateral)
 
 
408,400
 
 355,332 
Investments (includes
$74,714
and $57,827 at fair value, and
$14,244
and $10,968 pledged as collateral)
 
 
80,792
 
 63,937 
Loans (net of allowance of
$3,714
and $1,441, and includes
$13,881
and $14,386 at fair value)
 
 
111,843
 
 108,904 
Securities borrowed (includes
$31,554
and $28,898
at fair value)
 
 
178,245
 
  142,160 
Customer and other receivables (includes
$49
and $82 at fair value)
 
 
164,658
 
  121,331 
Trading assets (at fair value and includes
$62,415
and $
69,031
pledged as collateral)
 
 
374,218
 
  393,630 
Investments (includes
$82,364
and $82,778 at fair value, and
$15,800
and $13,375 pledged as collateral)
 
 
88,016
 
  88,445 
Loans (net of allowance of
$3,515
and $3,874, and includes
$13,482
and $13,625 at fair value)
 
 
121,261
 
  116,115 
Other assets
 
 
37,974
 
 34,882  
 
37,911
 
  37,445 
Total assets
 
 
$1,132,059
 
 $992,968  
 
$1,301,548
 
  $1,163,028 
Liabilities and shareholders’ equity
      
Deposits (includes
$18,401
and $17,765 at fair value)
 
 
$  
 
261,234
 
 $190,019 
Deposits (includes
$32,229
and $16,176 at fair value)
 
 
$  
 
286,018
 
  $   259,962 
Collateralized financings:
      
Securities sold under agreements to repurchase (at fair value)
 
 
101,279
 
 117,756  
 
130,607
 
  126,571 
Securities loaned (includes
$1,060
and $714 at fair value)
 
 
17,288
 
 14,985 
Other secured financings (includes
$23,565
and $18,071 at fair value)
 
 
24,981
 
 19,277 
Securities loaned (includes
$3,678
and $1,053 at fair value)
 
 
34,345
 
  21,621 
Other secured financings (includes
$26,197
and $24,126 at fair value)
 
 
27,668
 
  25,755 
Customer and other payables
 
 
187,357
 
 174,817  
 
224,268
 
  190,658 
Trading liabilities (at fair value)
 
 
162,141
 
 108,835  
 
200,807
 
  153,727 
Unsecured short-term borrowings (includes
$25,930
and $26,007 at fair value)
 
 
48,028
 
 48,287 
Unsecured long-term borrowings (includes
$40,328
and $43,661 at fair value)
 
 
213,936
 
 207,076 
Other liabilities (includes
$336
and $150 at fair value)
 
 
23,165
 
 21,651 
Unsecured short-term borrowings (includes
$30,485
and $26,750 at fair value)
 
 
58,463
 
  52,870 
Unsecured long-term borrowings (includes
$39,902
and $40,911 at fair value)
 
 
219,044
 
  213,481 
Other liabilities (includes
$160
and $263 at fair value)
 
 
22,664
 
  22,451 
Total liabilities
 
 
1,039,409
 
 902,703  
 
1,203,884
 
  1,067,096 
Commitments, contingencies and guarantees
    0   0 
Shareholders’ equity
      
Preferred stock; aggregate liquidation preference of
$11,203
and $11,203
 
 
11,203
 
 11,203 
Common stock;
901,631,819
and 896,782,650 shares issued, and
344,070,790
and 347,343,184 shares outstanding
 
 
9
 
 9 
Preferred stock; aggregate liquidation preference of
$9,203
and $11,203
 
 
9,203
 
  11,203 
Common stock;
906,270,681
and 901,692,039 shares issued, and
340,018,220
and 344,088,725 shares outstanding
 
 
9
 
  9 
Share-based awards
 
 
3,308
 
 3,195  
 
3,608
 
  3,468 
Nonvoting common stock; no shares issued and outstanding
 
 
0
 
  0  
 
0
 
  0 
Additional
paid-in
capital
 
 
55,662
 
 54,883  
 
56,340
 
  55,679 
Retained earnings
 
 
109,033
 
 106,465  
 
119,210
 
  112,947 
Accumulated other comprehensive income/(loss)
 
 
(635
 (1,484
Stock held in treasury, at cost;
557,561,031
and 549,439,468 shares
 
 
(85,930
 (84,006
Accumulated other comprehensive loss
 
 
(2,074
  (1,434
Stock held in treasury, at cost;
566,252,463
and 557,603,316 shares
 
 
(88,632
  (85,940
Total shareholders’ equity
 
 
92,650
 
 90,265  
 
97,664
 
  95,932 
Total liabilities and shareholders’ equity
 
 
$1,132,059
 
 $992,968  
 
$1,301,548
 
  $1,163,028 
 
The accompanying notes are an integral part of these consolidated financial statements.
 
Goldman Sachs September 2020March 2021 Form 10-Q 2

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Consolidated Statements of Changes in Shareholders’ Equity
(Unaudited)
 
 Three Months
Ended September
  
        
 Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019  
 
2021
 
   2020 
Preferred stock
            
Beginning balance
 
 
$  11,203
 
   $  11,203   
 
$  11,203
 
   $  11,203  
 
$  11,203
 
   $  11,203 
Issued
 
 
0
 
   0   
 
350
 
   500  
 
0
 
   350 
Redeemed
 
 
0
 
   0    
 
(350
   (500 
 
(2,000
   (350
Ending balance
 
 
11,203
 
   11,203    
 
11,203
 
   11,203  
 
9,203
 
   11,203 
Common stock
            
Beginning balance
 
 
9
 
   9   
 
9
 
   9  
 
9
 
   9 
Issued
  0    0     0    0  
 
0
 
   0 
Ending balance
 
 
9
 
   9    
 
9
 
   9  
 
9
 
   9 
Share-based awards
            
Beginning balance
 
 
3,203
 
   2,930   
 
3,195
 
   2,845  
 
3,468
 
   3,195 
Issuance and amortization of share-based awards
 
 
176
 
   181   
 
1,770
 
   1,888  
 
1,759
 
   1,397 
Delivery of common stock underlying share-based awards
 
 
(33
   (20  
 
(1,597
   (1,617 
 
(1,597
   (1,547
Forfeiture of share-based awards
 
 
(38
   (39   
 
(60
   (64 
 
(22
   (8
Ending balance
 
 
3,308
 
   3,052    
 
3,308
 
   3,052  
 
3,608
 
   3,037 
Additional
paid-in
capital
            
Beginning balance
 
 
55,637
 
   54,865   
 
54,883
 
   54,005  
 
55,679
 
   54,883 
Delivery of common stock underlying share-based awards
 
 
34
 
   22   
 
1,607
 
   1,610  
 
1,590
 
   1,541 
Cancellation of share-based awards in satisfaction of withholding tax requirements
 
 
(9
   (8  
 
(828
   (739 
 
(937
   (803
Preferred stock issuance costs, net of reversals upon redemption
  0    0     0    3 
Issuance costs of redeemed preferred stock
 
 
7
 
   0 
Other
 
 
1
 
   0 
Ending balance
 
 
55,662
 
   54,879    
 
55,662
 
   54,879  
 
56,340
 
   55,621 
Retained earnings
            
Beginning balance, as previously reported
 
 
106,248
 
   103,867   
 
106,465
 
   100,100  
 
112,947
 
   106,465 
Cumulative effect of change in accounting principle for:
       
Current expected credit losses, net of tax
  0    0   
 
(638
   0 
Leases, net of tax
  0    0     0    12 
Cumulative effect of change in accounting principle for current expected credit losses, net of tax
 
 
0
 
   (638
Beginning balance, adjusted
 
 
106,248
 
   103,867   
 
105,827
 
   100,112  
 
112,947
 
   105,827 
Net earnings
 
 
3,367
 
   1,877   
 
4,953
 
   6,549  
 
6,836
 
   1,213 
Dividends and dividend equivalents declared on common stock and share-based awards
 
 
(448
   (466  
 
(1,347
   (1,091 
 
(448
   (449
Dividends declared on preferred stock
 
 
(134
   (84  
 
(399
   (369 
 
(104
   (89
Preferred stock redemption premium
  0    0    
 
(1
   (7 
 
(21
   (1
Ending balance
 
 
109,033
 
   105,194    
 
109,033
 
   105,194  
 
119,210
 
   106,501 
Accumulated other comprehensive income/(loss)
            
Beginning balance
 
 
(341
   (815  
 
(1,484
   693  
 
(1,434
   (1,484
Other comprehensive income/(loss)
 
 
(294
   331    
 
849
 
   (1,177 
 
(640
   3,421 
Ending balance
 
 
(635
   (484   
 
(635
   (484 
 
(2,074
   1,937 
Stock held in treasury, at cost
            
Beginning balance
 
 
(85,930
   (81,167  
 
(84,006
   (78,670 
 
(85,940
   (84,006
Repurchased
  0    (673  
 
(1,928
   (3,173 
 
(2,700
   (1,928
Reissued
 
 
1
 
   1   
 
11
 
   12  
 
10
 
   10 
Other
 
 
(1
   (2   
 
(7
   (10 
 
(2
   (5
Ending balance
 
 
(85,930
   (81,841   
 
(85,930
   (81,841 
 
(88,632
   (85,929
Total shareholders’ equity
 
 
$  92,650
 
   $  92,012    
 
$  92,650
 
   $  92,012  
 
$  97,664
 
   $  92,379 
 
The accompanying notes are an integral part of these consolidated financial statements.
 
3 Goldman Sachs September 2020March 2021 Form 10-Q

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Consolidated Statements of Cash Flows
(Unaudited)
 
 Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
   2019  
 
2021
 
   2020 
Cash flows from operating activities
        
Net earnings
 
 
$    4,953
 
   $    6,549  
 
$    6,836
 
   $    1,213 
Adjustments to reconcile net earnings to net cash used for operating activities:
        
Depreciation and amortization
 
 
1,404
 
   1,240  
 
498
 
   437 
Share-based compensation
 
 
1,737
 
   1,852  
 
1,759
 
   1,395 
Gain related to extinguishment of unsecured borrowings
 
 
(1
   0  
 
0
 
   (1
Provision for credit losses
 
 
2,805
 
   729  
 
(70
   937 
Changes in operating assets and liabilities:
        
Customer and other receivables and payables, net
 
 
(24,045
   3,083  
 
(9,722
   (7,961
Collateralized transactions (excluding other secured financings), net
 
 
(21,080
   28,039  
 
(57,349
   (55,249
Trading assets
 
 
(50,937
   (67,507 
 
15,373
 
   (20,580
Trading liabilities
 
 
53,306
 
   7,588  
 
46,777
 
   27,523 
Loans held for sale, net
 
 
2,264
 
   (696 
 
(656
   2,624 
Other, net
 
 
(148
   (6,840 
 
(8,629
   (3,369
Net cash used for operating activities
 
 
(29,742
   (25,963 
 
(5,183
   (53,031
Cash flows from investing activities
        
Purchase of property, leasehold improvements and equipment
 
 
(4,906
   (6,397 
 
(1,312
   (2,843
Proceeds from sales of property, leasehold improvements and equipment
 
 
1,272
 
   4,561  
 
192
 
   397 
Net cash used for business acquisitions
 
 
(226
   (803
Purchase of investments
 
 
(37,516
   (26,175 
 
(12,848
   (10,214
Proceeds from sales and paydowns of investments
 
 
23,200
 
   13,757  
 
15,319
 
   3,889 
Loans (excluding loans held for sale), net
 
 
(7,257
   (5,859 
 
(3,838
   (23,565
Net cash used for investing activities
 
 
(25,433
   (20,916 
 
(2,487
   (32,336
Cash flows from financing activities
        
Unsecured short-term borrowings, net
 
 
6,567
 
   1,137  
 
3,788
 
   2,915 
Other secured financings (short-term), net
 
 
1,629
 
   (2,705 
 
2,555
 
   16,307 
Proceeds from issuance of other secured financings (long-term)
 
 
6,016
 
   5,095  
 
1,695
 
   2,969 
Repayment of other secured financings (long-term), including the current portion
 
 
(2,019
   (6,431 
 
(727
   (445
Purchase of Trust Preferred securities
 
 
(11
   (61 
 
0
 
   (11
Proceeds from issuance of unsecured long-term borrowings
 
 
36,120
 
   18,613  
 
26,426
 
   26,506 
Repayment of unsecured long-term borrowings, including the current portion
 
 
(41,042
   (26,887 
 
(11,764
   (16,175
Derivative contracts with a financing element, net
 
 
1,022
 
   2,710  
 
303
 
   134 
Deposits, net
 
 
70,654
 
   23,931  
 
26,522
 
   28,381 
Preferred stock redemption
 
 
(350
   (500 
 
(2,000
   (350
Common stock repurchased
 
 
(1,928
   (3,173 
 
(2,700
   (1,928
Settlement of share-based awards in satisfaction of withholding tax requirements
 
 
(829
   (741 
 
(938
   (804
Dividends and dividend equivalents paid on common stock, preferred stock and share-based awards
 
 
(1,744
   (1,460 
 
(551
   (538
Proceeds from issuance of preferred stock, net of issuance costs
 
 
349
 
   499  
 
0
 
   349 
Other financing, net
 
 
396
 
   399  
 
374
 
   0 
Net cash provided by financing activities
 
 
74,830
 
   10,426  
 
42,983
 
   57,310 
Net increase/(decrease) in cash and cash equivalents
 
 
19,655
 
   (36,453 
 
35,313
 
   (28,057
Cash and cash equivalents, beginning balance
 
 
133,546
 
   130,547  
 
155,842
 
   133,546 
Cash and cash equivalents, ending balance
 
 
$153,201
 
   $  94,094  
 
$191,155
 
   $105,489 
Supplemental disclosures:
        
Cash payments for interest, net of capitalized interest
 
 
$    7,648
 
   $  14,132  
 
$    1,896
 
   $    4,041 
Cash payments for income taxes, net
 
 
$    1,904
 
   $       946  
 
$      
 
555
 
   $       474 
See Notes 12 14 and 16 for information about
non-cash
activities.
 
The accompanying notes are an integral part of these consolidated financial statements.
 
Goldman Sachs September 2020March 2021 Form 10-Q 4

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Note 1.
Description of Business
The Goldman Sachs Group, Inc. (Group Inc. or parent company), a Delaware corporation, together with its consolidated subsidiaries (collectively, the firm), is a leading global investment banking, securities and investment management firmfinancial institution that providesdelivers a widebroad range of financial services across investment banking, securities, investment management and consumer banking to a substantiallarge and diversified client base that includes corporations, financial institutions, governments and individuals. Founded in 1869, the firm is headquartered in New York and maintains offices in all major financial centers around the world.
The firm reports its activities in 4 business segments:
Investment Banking
The firm provides a broad range of investment banking services to a diverse group of corporations, financial institutions, investment funds and governments. Services include strategic advisory assignments with respect to mergers and acquisitions, divestitures, corporate defense activities, restructurings and spin-offs, and equity and debt underwriting of public offerings and private placements. The firm also provides lending to corporate clients, including relationship lending, middle-market lending and acquisition financing. The firm also provides transaction banking services to certain corporate clients.
Global Markets
The firm facilitates client transactions and makes markets in fixed income, equity, currency and commodity products with institutional clients, such as corporations, financial institutions, investment funds and governments. The firm also makes markets in and clears institutional client transactions on major stock, options and futures exchanges worldwide and provides prime brokerage and other equities financing activities, including securities lending, margin lending and swaps. The firm also provides financing to clients through securities soldpurchased under agreements to repurchase (repurchaseresell (resale agreements), as well asand through structured credit, warehouse and asset-backed lending.
Asset Management
The firm manages assets and offers investment products (primarily through separately managed accounts and commingled vehicles, such as mutual funds and private investment funds) across all major asset classes to a diverse set of institutional clients and a network of third-party distributors around the world. The firm makes equity investments, which include alternative investing activities related to public and private equity investments in corporate, real estate and infrastructure assets, as well as investments through consolidated investment entities, substantially all of which are engaged in real estate investment activities. The firm also invests in corporate debt and provides financing for real estate and other assets.
Consumer & Wealth Management
The firm provides investing and wealth advisory solutions, including financial planning and counseling, executing brokerage transactions and managing assets for individuals in its wealth management business. The firm also provides loans, and accepts deposits and provides investing services through its consumer banking digital platform,
Marcus by Goldman Sachs
,
and through its private bank, as well as issues credit cards to consumers.
Note 2.
Basis of Presentation
These consolidated financial statements are prepared in accordance with accounting principles generally accepted in the United States (U.S. GAAP) and include the accounts of Group Inc. and all other entities in which the firm has a controlling financial interest. Intercompany transactions and balances have been eliminated.
These consolidated financial statements are unaudited and should be read in conjunction with the audited consolidated financial statements included in the firm’s Annual Report on
Form 10-K
for the year ended December 31, 2019.2020. References to “the 20192020
Form 10-K”
are to the firm’s Annual Report on
Form 10-K
for the year ended December 31, 2019.2020. Certain disclosures included in the annual financial statements have been condensed or omitted from these financial statements as they are not required for interim financial statements under U.S. GAAP and the rules of the Securities and Exchange Commission (SEC).Commission.
These unaudited consolidated financial statements reflect all adjustments that are, in the opinion of management, necessary for a fair statement of the results for the interim periods presented. These adjustments are of a normal, recurring nature. Interim period operating results may not be indicative of the operating results for a full year.
All references to SeptemberMarch 2021 and March 2020 June 2020 and September 2019 refer to the firm’s periods ended, or the dates, as the context requires, September 30,March 31, 2021 and March 31, 2020, June 30, 2020 and September 30, 2019, respectively. All references to December 20192020 refer to the date December 31, 2019.2020. Any reference to a future year refers to a year ending on December 31 of that year.
Beginning in the fourth quarter of 2019, the firm changed its business segments and balance sheet presentation to better reflect the nature of the firm’s activities. See Note 2 in Part II, Item 8 of the 2019
Form 10-K
for further information. Reclassifications Certain reclassifications have been made to previously reported amounts to conform to the current presentation.
In the fourth quarter of 2020, brokerage, clearing, exchange and distribution fees was renamed transaction based and additionally includes expenses resulting from completed transactions, which are directly related to client revenues. Such expenses were previously reported in other expenses. Previously reported amounts have been conformed to the current presentation.
 
5 Goldman Sachs September 2020March 2021 Form 10-Q

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Note 3.
Significant Accounting Policies
 
The firm’s significant accounting policies include when and how to measure the fair value of assets and liabilities, measuring the allowance for credit losses on loans and lending commitments accounted for at amortized cost, and when to consolidate an entity. See Note 4 for policies on fair value measurements, Note 9 for policies on the allowance for credit losses, and below and Note 17 for policies on consolidation accounting. All other significant accounting policies are either described below or included in the following footnotes:
 
Fair Value Measurements
  Note 4 
Trading Assets and Liabilities
  Note 5 
Trading Cash Instruments
  Note 6 
Derivatives and Hedging Activities
  Note 7 
Investments
  Note 8 
Loans
  Note 9 
Fair Value Option
  Note 10 
Collateralized Agreements and Financings
  Note 11 
Other Assets
  Note 12 
Deposits
  Note 13 
Unsecured Borrowings
  Note 14 
Other Liabilities
  Note 15 
Securitization Activities
  Note 16 
Variable Interest Entities
  Note 17 
Commitments, Contingencies and Guarantees
  Note 18 
Shareholders’ Equity
  Note 19 
Regulation and Capital Adequacy
  Note 20 
Earnings Per Common Share
  Note 21 
Transactions with Affiliated Funds
  Note 22 
Interest Income and Interest Expense
  Note 23 
Income Taxes
  Note 24 
Business Segments
  Note 25 
Credit Concentrations
  Note 26 
Legal Proceedings
  Note 27 
Consolidation
The firm consolidates entities in which the firm has a controlling financial interest. The firm determines whether it has a controlling financial interest in an entity by first evaluating whether the entity is a voting interest entity or a variable interest entity (VIE).
Voting Interest Entities.
Voting interest entities are entities in which (i) the total equity investment at risk is sufficient to enable the entity to finance its activities independently and (ii) the equity holders have the power to direct the activities of the entity that most significantly impact its economic performance, the obligation to absorb the losses of the entity and the right to receive the residual returns of the entity. The usual condition for a controlling financial interest in a voting interest entity is ownership of a majority voting interest. If the firm has a controlling majority voting interest in a voting interest entity, the entity is consolidated.
Variable Interest Entities.
A VIE is an entity that lacks one or more of the characteristics of a voting interest entity. The firm has a controlling financial interest in a VIE when the firm has a variable interest or interests that provide it with (i) the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance and (ii) the obligation to absorb losses of the VIE or the right to receive benefits from the VIE that could potentially be significant to the VIE. See Note 17 for further information about VIEs.
Equity-Method Investments.
When the firm does not have a controlling financial interest in an entity but can exert significant influence over the entity’s operating and financial policies, the investment is generally accounted for at fair value by electing the fair value option available under U.S. GAAP. Significant influence generally exists when the firm owns 20% to 50% of the entity’s common stock or
in-substance
common stock.
In certain cases, the firm applies the equity method of accounting to new investments that are strategic in nature or closely related to the firm’s principal business activities, when the firm has a significant degree of involvement in the cash flows or operations of the investee or when cost-benefit considerations are less significant. See Note 8 for further information about equity-method investments.
 
Goldman Sachs September 2020March 2021 Form 10-Q 6

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Investment Funds.
The firm has formed investment funds with third-party investors. These funds are typically organized as limited partnerships or limited liability companies for which the firm acts as general partner or manager. Generally, the firm does not hold a majority of the economic interests in these funds. These funds are usually voting interest entities and generally are not consolidated because third-party investors typically have rights to terminate the funds or to remove the firm as general partner or manager. Investments in these funds are generally measured at net asset value (NAV) and are included in investments. See Notes 8, 18 and 22 for further information about investments in funds.
Use of Estimates
Preparation of these consolidated financial statements requires management to make certain estimates and assumptions, the most important of which relate to fair value measurements, the allowance for credit losses on loans and lending commitments accounted for at amortized cost, discretionary compensation accruals, accounting for goodwill and identifiable intangible assets, provisions for losses that may arise from litigation and regulatory proceedings (including governmental investigations), and provisions for losses that may arise from tax audits. These estimates and assumptions are based on the best available information but actual results could be materially different.
Revenue Recognition
Financial Assets and Liabilities at Fair Value.
Trading assets and liabilities and certain investments are recorded at fair value either under the fair value option or in accordance with other U.S. GAAP. In addition, the firm has elected to account for certain of its loans and other financial assets and liabilities at fair value by electing the fair value option. The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Financial assets are marked to bid prices and financial liabilities are marked to offer prices. Fair value measurements do not include transaction costs. Fair value gains or losses are generally included in market making or other principal transactions. See Note 4 for further information about fair value measurements.
Revenue from Contracts with Clients.
The firm recognizes revenue earned from contracts with clients for services, such as investment banking, investment management, and execution and clearing (contracts with clients), when the performance obligations related to the underlying transaction are completed.
Revenues from these contracts with clients represent approximately 45%35% of total
non-interest
revenues for each of the three and nine months ended September 2020 (including approximately 90% of investment banking revenues, approximately 95% of investment management revenues and all commissions and fees), and approximately 50% of total non-interest revenues for the three months ended September 2019March 2021, and approximately 45% for the nine months ended September 201955% of total
non-interest
revenues (including approximately 90%85% of investment banking revenues, approximately 95% of investment management revenues and all commissions and fees). for the three months ended March 2020. See Note 25 for information about net revenues by business segment.
Investment Banking
Advisory.
Fees from financial advisory assignments are recognized in revenues when the services related to the underlying transaction are completed under the terms of the assignment.
Non-refundable
deposits and milestone payments in connection with financial advisory assignments are recognized in revenues upon completion of the underlying transaction or when the assignment is otherwise concluded.
Expenses associated with financial advisory assignments are recognized when incurred and are included in othertransaction based expenses. Client reimbursements for such expenses are included in investment banking revenues.
Underwriting.
Fees from underwriting assignments are recognized in revenues upon completion of the underlying transaction based on the terms of the assignment.
Expenses associated with underwriting assignments are generally deferred until the related revenue is recognized or the assignment is otherwise concluded. Such expenses are included in other expenses.transaction based expenses for completed assignments.
 
7 Goldman Sachs September 2020March 2021 Form 10-Q

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Investment Management
The firm earns management fees and incentive fees for investment management services, which are included in investment management revenues. The firm makes payments to brokers and advisors related to the placement of the firm’s investment funds (distribution fees), which are included in brokerage, clearing, exchange and distribution fees.transaction based expenses.
Management Fees.
Management fees for mutual funds are calculated as a percentage of daily net asset value and are received monthly. Management fees for hedge funds and separately managed accounts are calculated as a percentage of
month-end
net asset value and are generally received quarterly. Management fees for private equity funds are calculated as a percentage of monthly invested capital or committed capital and are received quarterly, semi-annually or annually, depending on the fund. Management fees are recognized over time in the period the services are provided.
Distribution fees paid by the firm are calculated based on either a percentage of the management fee, the investment fund’s net asset value or the committed capital. Such fees are included in brokerage, clearing, exchange and distribution fees.transaction based expenses.
Incentive Fees.
Incentive fees are calculated as a percentage of a fund’s or separately managed account’s return, or excess return above a specified benchmark or other performance target. Incentive fees are generally based on investment performance over a twelve-month period or over the life of a fund. Fees that are based on performance over a twelve-month period are subject to adjustment prior to the end of the measurement period. For fees that are based on investment performance over the life of the fund, future investment underperformance may require fees previously distributed to the firm to be returned to the fund.
Incentive fees earned from a fund or separately managed account are recognized when it is probable that a significant reversal of such fees will not occur, which is generally when such fees are no longer subject to fluctuations in the market value of investments held by the fund or separately managed account. Therefore, incentive fees recognized during the period may relate to performance obligations satisfied in previous periods.
Commissions and Fees
The firm earns commissions and fees from executing and clearing client transactions on stock, options and futures markets, as well as
over-the-counter
(OTC) transactions. Commissions and fees are recognized on the day the trade is executed. The firm also provides third-party research services to clients in connection with certain soft-dollar arrangements. Third-party research costs incurred by the firm in connection with such arrangements are presented net within commissions and fees.
Remaining Performance Obligations
Remaining performance obligations are services that the firm has committed to perform in the future in connection with its contracts with clients. The firm’s remaining performance obligations are generally related to its financial advisory assignments and certain investment management activities. Revenues associated with remaining performance obligations relating to financial advisory assignments cannot be determined until the outcome of the transaction. For the firm’s investment management activities, where fees are calculated based on the net asset value of the fund or separately managed account, future revenues associated with such remaining performance obligations cannot be determined as such fees are subject to fluctuations in the market value of investments held by the fund or separately managed account.
The firm is able to determine the future revenues associated with management fees calculated based on committed capital. As of September 2020,March 2021, substantially all future net revenues associated with such remaining performance obligations will be recognized through 2027.2028. Annual revenues associated with such performance obligations average less than $250 million through 2027.2028.
Transfers of Financial Assets
Transfers of financial assets are accounted for as sales when the firm has relinquished control over the assets transferred. For transfers of financial assets accounted for as sales, any gains or losses are recognized in net revenues. Assets or liabilities that arise from the firm’s continuing involvement with transferred financial assets are initially recognized at fair value. For transfers of financial assets that are not accounted for as sales, the assets are generally included in trading assets and the transfer is accounted for as a collateralized financing, with the related interest expense recognized over the life of the transaction. See Note 11 for further information about transfers of financial assets accounted for as collateralized financings and Note 16 for further information about transfers of financial assets accounted for as sales.
 
Goldman Sachs September 2020March 2021 Form 10-Q 8

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Cash and Cash Equivalents
The firm defines cash equivalents as highly liquid overnight deposits held in the ordinary course of business. Cash and cash equivalents included cash and due from banks of $11.71$11.27 billion as of September 2020March 2021 and $12.57$11.95 billion as of December 2019.2020. Cash and cash equivalents also included interest-bearing deposits with banks of $141.49$179.89 billion as of September 2020March 2021 and $120.98$143.89 billion as of December 2019.2020.
The firm segregates cash for regulatory and other purposes related to client activity. Cash and cash equivalents segregated for regulatory and other purposes were $22.10$25.56 billion as of September 2020March 2021 and $22.78$24.52 billion as of December 2019.2020. In addition, the firm segregates securities for regulatory and other purposes related to client activity. See Note 11 for further information about segregated securities.
Customer and Other Receivables
Customer and other receivables included receivables from customers and counterparties of $62.56$102.46 billion as of September 2020March 2021 and $50.90$82.39 billion as of December 2019,2020, and receivables from brokers, dealers and clearing organizations of $48.62$62.20 billion as of September 2020March 2021 and $23.71$38.94 billion as of December 2019.2020. Such receivables primarily consist of customer margin loans, receivables resulting from unsettled transactions and collateral posted in connection with certain derivative transactions.
Substantially all of these receivables are accounted for at amortized cost net of any allowance for credit losses, which generally approximates fair value. As these receivables are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these receivables been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both September 2020March 2021 and December 2019.2020. See Note 10 for further information about customer and other receivables accounted for at fair value under the fair value option. Interest on customer and other receivables is recognized over the life of the transaction and included in interest income.
Customer and other receivables includes receivables from contracts with clients and contract assets. Contract assets represent the firm’s right to receive consideration for services provided in connection with its contracts with clients for which collection is conditional and not merely subject to the passage of time. The firm’s receivables from contracts with clients were $2.65$2.87 billion as of September 2020March 2021 and $2.27$2.60 billion as of December 2019.2020. As of both September 2020March 2021 and December 20192020 contract assets were not material.
Customer and Other Payables
Customer and other payables included payables to customers and counterparties of $176.41$201.05 billion as of September 2020March 2021 and $170.21$183.57 billion as of December 2019,2020, and payables to brokers, dealers and clearing organizations of $10.95$23.22 billion as of September 2020March 2021 and $4.61$7.09 billion as of December 2019.2020. Such payables primarily consist of customer credit balances related to the firm’s prime brokerage activities. Customer and other payables are accounted for at cost plus accrued interest, which generally approximates fair value. As these payables are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these payables been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both September 2020March 2021 and December 2019.2020. Interest on customer and other payables is recognized over the life of the transaction and included in interest expense.
Offsetting Assets and Liabilities
To reduce credit exposures on derivatives and securities financing transactions, the firm may enter into master netting agreements or similar arrangements (collectively, netting agreements) with counterparties that permit it to offset receivables and payables with such counterparties. A netting agreement is a contract with a counterparty that permits net settlement of multiple transactions with that counterparty, including upon the exercise of termination rights by a
non-defaulting
party. Upon exercise of such termination rights, all transactions governed by the netting agreement are terminated and a net settlement amount is calculated. In addition, the firm receives and posts cash and securities collateral with respect to its derivatives and securities financing transactions, subject to the terms of the related credit support agreements or similar arrangements (collectively, credit support agreements). An enforceable credit support agreement grants the
non-defaulting
party exercising termination rights the right to liquidate the collateral and apply the proceeds to any amounts owed. In order to assess enforceability of the firm’s right of setoff under netting and credit support agreements, the firm evaluates various factors, including applicable bankruptcy laws, local statutes and regulatory provisions in the jurisdiction of the parties to the agreement.
 
9 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Derivatives are reported on a
net-by-counterparty
basis (i.e., the net payable or receivable for derivative assets and liabilities for a given counterparty) in the consolidated balance sheets when a legal right of setoff exists under an enforceable netting agreement. Securities purchasedResale agreements and securities sold under agreements to resell (resalerepurchase (repurchase agreements) and repurchase agreements and securities borrowed and loaned transactions with the same term and currency are presented on a
net-by-counterparty
basis in the consolidated balance sheets when such transactions meet certain settlement criteria and are subject to netting agreements.
In the consolidated balance sheets, derivatives are reported net of cash collateral received and posted under enforceable credit support agreements, when transacted under an enforceable netting agreement. In the consolidated balance sheets, resale and repurchase agreements, and securities borrowed and loaned, are not reported net of the related cash and securities received or posted as collateral. See Note 11 for further information about collateral received and pledged, including rights to deliver or repledge collateral. See Notes 7 and 11 for further information about offsetting assets and liabilities.
Share-basedShare-Based Compensation
The cost of employee services received in exchange for a share-based award is generally measured based on the grant-date fair value of the award. Share-based awards that do not require future service (i.e., vested awards, including awards granted to retirement-eligible employees) are expensed immediately. Share-based awards that require future service are amortized over the relevant service period. Forfeitures are recorded when they occur.
Cash dividend equivalents paid on outstanding restricted stock units (RSUs) are generally charged to retained earnings. If RSUs that require future service are forfeited, the related dividend equivalents originally charged to retained earnings are reclassified to compensation expense in the period in which forfeiture occurs.
The firm generally issues new shares of common stock upon delivery of share-based awards. In certain cases, primarily related to conflicted employment (as outlined in the applicable award agreements), the firm may cash settle share-based compensation awards accounted for as equity instruments. For these awards, whose terms allow for cash settlement, additional
paid-in
capital is adjusted to the extent of the difference between the value of the award at the time of cash settlement and the grant-date value of the award. The tax effect related to the settlement of share-based awards is recorded in income tax benefit or expense.
Foreign Currency Translation
Assets and liabilities denominated in
non-U.S.
currencies are translated at rates of exchange prevailing on the date of the consolidated balance sheets and revenues and expenses are translated at average rates of exchange for the period. Foreign currency remeasurement gains or losses on transactions in nonfunctional currencies are recognized in earnings. Gains or losses on translation of the financial statements of a
non-U.S.
operation, when the functional currency is other than the U.S. dollar, are included, net of hedges and taxes, in the consolidated statements of comprehensive income.
Recent Accounting Developments
Leases (ASC 842).
In February 2016, the FASB issued ASU
No. 2016-02,
“Leases (Topic 842).” This ASU requires that, for leases longer than one year, a lessee recognize in the balance sheet a
right-of-use
asset, representing the right to use the underlying asset for the lease term, and a lease liability, representing the liability to make lease payments. It also requires that for finance leases, a lessee recognize interest expense on the lease liability, separately from the amortization of the
right-of-use
asset in the statements of earnings, while for operating leases, such amounts should be recognized as a combined expense. It also requires that for qualifying sale-leaseback transactions the seller recognize any gain or loss (based on the estimated fair value of the asset at the time of sale) when control of the asset is transferred instead of amortizing it over the lease period. In addition, this ASU requires expanded disclosures about the nature and terms of lease agreements.
The firm adopted this ASU in January 2019 under a modified retrospective approach. Upon adoption, in accordance with the ASU, the firm elected to not reassess the lease classification or initial direct costs of existing leases, and to not reassess whether existing contracts contain a lease. In addition, the firm has elected to account for each contract’s lease and
non-lease
components as a single lease component. The impact of adoption was a gross up of $1.77 billion on the firm’s consolidated balance sheet and an increase to retained earnings of $12 million (net of tax) as of January 1, 2019.
Goldman Sachs September 2020 Form 10-Q10

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Measurement of Credit Losses on Financial Instruments (ASC 326).
In June 2016, the FASB issued ASU
No. 2016-13,
“Financial Instruments — Credit Losses (Topic 326) — Measurement of Credit Losses on Financial Instruments.” This ASU amends several aspects of the measurement of credit losses on certain financial instruments, including replacing the existing incurred credit loss model and other models with the Current Expected Credit Losses (CECL) model and amending certain aspects of accounting for purchased financial assets with deterioration in credit quality since origination.
The firm adopted this ASU in January 2020 under a modified retrospective approach. As a result of adopting this ASU, the firm’s allowance for credit losses on financial assets and commitments that are measured at amortized cost reflects management’s estimate of credit losses over the remaining expected life of such assets. Expected credit losses for newly recognized financial assets and commitments, as well as changes to expected credit losses during the period, are recognized in earnings. These expected credit losses are measured based on historical experience, current conditions and forecasts that affect the collectability of the reported amount.
The cumulative effect of measuring the allowance under CECL as a result of adopting this ASU as of January 1, 2020 was an increase in the allowance for credit losses of $848 million. The increase in the allowance is driven by the fact that the allowance under CECL covers expected credit losses over the full expected life of the loan portfolios and also takes into account forecasts of expected future economic conditions. In addition, in accordance with the ASU, the firm elected the fair value option for loans that were previously accounted for as Purchased Credit Impaired (PCI), which resulted in a decrease to the allowance for PCI loans of $169 million. The cumulative effect of adopting this ASU was a decrease to retained earnings of $638 million (net of tax).
Goldman Sachs March 2021 Form 10-Q10

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Facilitation of the Effects of Reference Rate Reform on Financial Reporting (ASC 848).
In March 2020, the FASB issued ASU
No. 2020-04,
“Reference Rate Reform — Facilitation of the Effects of Reference Rate Reform on Financial Reporting.” This ASU provides optional exceptions forrelief from applying generally accepted accounting principles to contracts, hedging relationships and other transactions affected by reference rate reform. In addition, in January 2021 the FASB issued ASU
No. 2021-01
“Reference Rate Reform — Scope,” which clarified the scope of ASC 848 relating to contract modifications. The firm adopted this ASU in March 2020these ASUs upon issuance and elected to apply the relief available to certain modified derivatives. The adoption of these ASUs did not have a material impact on the firm’s consolidated financial statements.
Note 4.
Fair Value Measurements
The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Financial assets are marked to bid prices and financial liabilities are marked to offer prices. Fair value measurements do not include transaction costs. The firm measures certain financial assets and liabilities as a portfolio (i.e., based on its net exposure to market and/or credit risks).
The best evidence of fair value is a quoted price in an active market. If quoted prices in active markets are not available, fair value is determined by reference to prices for similar instruments, quoted prices or recent transactions in less active markets, or internally developed models that primarily use market-based or independently sourced inputs, including, but not limited to, interest rates, volatilities, equity or debt prices, foreign exchange rates, commodity prices, credit spreads and funding spreads (i.e., the spread or difference between the interest rate at which a borrower could finance a given financial instrument relative to a benchmark interest rate).
U.S. GAAP has a three-level hierarchy for disclosure of fair value measurements. This hierarchy prioritizes inputs to the valuation techniques used to measure fair value, giving the highest priority to level 1 inputs and the lowest priority to level 3 inputs. A financial instrument’s level in this hierarchy is based on the lowest level of input that is significant to its fair value measurement. In evaluating the significance of a valuation input, the firm considers, among other factors, a portfolio’s net risk exposure to that input. The fair value hierarchy is as follows:
Level 1.
Inputs are unadjusted quoted prices in active markets to which the firm had access at the measurement date for identical, unrestricted assets or liabilities.
Level 2.
Inputs to valuation techniques are observable, either directly or indirectly.
Level 3.
One or more inputs to valuation techniques are significant and unobservable.
The fair values for substantially all of the firm’s financial assets and liabilities are based on observable prices and inputs and are classified in levels 1 and 2 of the fair value hierarchy. Certain level 2 and level 3 financial assets and liabilities may require valuation adjustments that a market participant would require to arrive at fair value for factors, such as counterparty and the firm’s credit quality, funding risk, transfer restrictions, liquidity and bid/offer spreads. Valuation adjustments are generally based on market evidence.
 
11 Goldman Sachs September 2020March 2021 Form 10-Q

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The valuation techniques and nature of significant inputs used to determine the fair value of the firm’s financial instruments are described below. See Notes 5 through 10 for further information about significant unobservable inputs used to value level 3 financial instruments.
Valuation Techniques and Significant Inputs for Trading Cash Instruments, Investments and Loans
Level 1.
Level 1 instruments include U.S. government obligations, most
non-U.S.
government obligations, certain agency obligations, certain corporate debt instruments, certain money market instruments and actively traded listed equities. These instruments are valued using quoted prices for identical unrestricted instruments in active markets. The firm defines active markets for equity instruments based on the average daily trading volume both in absolute terms and relative to the market capitalization for the instrument. The firm defines active markets for debt instruments based on both the average daily trading volume and the number of days with trading activity.
Level 2.
Level 2 instruments include certain
non-U.S.
government obligations, most agency obligations, most mortgage-backed loans and securities, most corporate debt instruments, most state and municipal obligations, most money market instruments, most other debt obligations, restricted or less liquid listed equities, certain private equities, commodities and certain lending commitments.
Valuations of level 2 instruments can be verified to quoted prices, recent trading activity for identical or similar instruments, broker or dealer quotations or alternative pricing sources with reasonable levels of price transparency. Consideration is given to the nature of the quotations (e.g., indicative or firm) and the relationship of recent market activity to the prices provided from alternative pricing sources.
Valuation adjustments are typically made to level 2 instruments (i) if the instrument is subject to transfer restrictions and/or (ii) for other premiums and liquidity discounts that a market participant would require to arrive at fair value. Valuation adjustments are generally based on market evidence.
Level 3.
Level 3 instruments have one or more significant valuation inputs that are not observable. Absent evidence to the contrary, level 3 instruments are initially valued at transaction price, which is considered to be the best initial estimate of fair value. Subsequently, the firm uses other methodologies to determine fair value, which vary based on the type of instrument. Valuation inputs and assumptions are changed when corroborated by substantive observable evidence, including values realized on sales.
Valuation techniques of level 3 instruments vary by instrument, but are generally based on discounted cash flow techniques. The valuation techniques and the nature of significant inputs used to determine the fair values of each type of level 3 instrument are described below:
Loans and Securities Backed by Commercial Real Estate
Loans and securities backed by commercial real estate are directly or indirectly collateralized by a single property or a portfolio of properties, and may include tranches of varying levels of subordination. Significant inputs are generally determined based on relative value analyses and include:
 
Market yields implied by transactions of similar or related assets and/or current levels and changes in market indices, such as the CMBX (an index that tracks the performance of commercial mortgage bonds);
 
Transaction prices in both the underlying collateral and instruments with the same or similar underlying collateral;
 
A measure of expected future cash flows in a default scenario (recovery rates) implied by the value of the underlying collateral, which is mainly driven by current performance of the underlying collateral and capitalization rates. Recovery rates are expressed as a percentage of notional or face value of the instrument and reflect the benefit of credit enhancements on certain instruments; and
 
Timing of expected future cash flows (duration) which, in certain cases, may incorporate the impact of any loan forbearances and other unobservable inputs (e.g., prepayment speeds).
Loans and Securities Backed by Residential Real Estate
Loans and securities backed by residential real estate are directly or indirectly collateralized by portfolios of residential real estate and may include tranches of varying levels of subordination. Significant inputs are generally determined based on relative value analyses, which incorporate comparisons to instruments with similar collateral and risk profiles. Significant inputs include:
 
Market yields implied by transactions of similar or related assets;
 
Transaction prices in both the underlying collateral and instruments with the same or similar underlying collateral;
 
Cumulative loss expectations, driven by default rates, home price projections, residential property liquidation timelines, related costs and subsequent recoveries; and
 
Duration, driven by underlying loan prepayment speeds and residential property liquidation timelines.
 
Goldman Sachs September 2020March 2021 Form 10-Q 12

Table of Contents
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Corporate Debt Instruments
Corporate debt instruments includes corporate loans, debt securities and convertible debentures. Significant inputs for corporate debt instruments are generally determined based on relative value analyses, which incorporate comparisons both to prices of credit default swaps that reference the same or similar underlying instrument or entity and to other debt instruments for the same or similar issuer for which observable prices or broker quotations are available. Significant inputs include:
 
Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices, such as the CDX (an index that tracks the performance of corporate credit);
 
Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation;
 
Duration; and
 
Market and transaction multiples for corporate debt instruments with convertibility or participation options.
Equity Securities
Equity securities consists of private equities. Recent third-party completed or pending transactions (e.g., merger proposals, debt restructurings, tender offers) are considered the best evidence for any change in fair value. When these are not available, the following valuation methodologies are used, as appropriate:
 
Industry multiples (primarily EBITDA and revenue multiples) and public comparables;
 
Transactions in similar instruments;
 
Discounted cash flow techniques; and
 
Third-party appraisals.
The firm also considers changes in the outlook for the relevant industry and financial performance of the issuer as compared to projected performance. Significant inputs include:
 
Market and transaction multiples;
 
Discount rates and capitalization rates; and
 
For equity securities with debt-like features, market yields implied by transactions of similar or related assets, current performance and recovery assumptions, and duration.
Other Trading Cash Instruments, Investments and Loans
The significant inputs to the valuation of other instruments, such as
non-U.S.
government obligations and U.S. and
non-U.S.
agency obligations, state and municipal obligations, and other loans and debt obligations are generally determined based on relative value analyses, which incorporate comparisons both to prices of credit default swaps that reference the same or similar underlying instrument or entity and to other debt instruments for the same issuer for which observable prices or broker quotations are available. Significant inputs include:
Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices;
Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices;
 
Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation; and
Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation; and
 
Duration.
Duration.
Valuation Techniques and Significant Inputs for Derivatives
The firm’s level 2 and level 3 derivatives are valued using derivative pricing models (e.g., discounted cash flow models, correlation models and models that incorporate option pricing methodologies, such as Monte Carlo simulations). Price transparency of derivatives can generally be characterized by product type, as described below.
 
Interest Rate.
In general, the key inputs used to value interest rate derivatives are transparent, even for most long-dated contracts. Interest rate swaps and options denominated in the currencies of leading industrialized nations are characterized by high trading volumes and tight bid/offer spreads. Interest rate derivatives that reference indices, such as an inflation index, or the shape of the yield curve (e.g.,
10-year
swap rate vs.
2-year
swap rate) are more complex, but the key inputs are generally observable.
 
Credit.
Price transparency for credit default swaps, including both single names and baskets of credits, varies by market and underlying reference entity or obligation. Credit default swaps that reference indices, large corporates and major sovereigns generally exhibit the most price transparency. For credit default swaps with other underliers, price transparency varies based on credit rating, the cost of borrowing the underlying reference obligations, and the availability of the underlying reference obligations for delivery upon the default of the issuer. Credit default swaps that reference loans, asset-backed securities and emerging market debt instruments tend to have less price transparency than those that reference corporate bonds. In addition, more complex credit derivatives, such as those sensitive to the correlation between two or more underlying reference obligations, generally have less price transparency.
 
13 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Currency.
Prices for currency derivatives based on the exchange rates of leading industrialized nations, including those with longer tenors, are generally transparent. The primary difference between the price transparency of developed and emerging market currency derivatives is that emerging markets tend to be only observable for contracts with shorter tenors.
 
Commodity.
Commodity derivatives include transactions referenced to energy (e.g., oil, natural gas and natural gas)electricity), metals (e.g., precious and base) and soft commodities (e.g., agricultural). Price transparency varies based on the underlying commodity, delivery location, tenor and product quality (e.g., diesel fuel compared to unleaded gasoline). In general, price transparency for commodity derivatives is greater for contracts with shorter tenors and contracts that are more closely aligned with major and/or benchmark commodity indices.
 
Equity.
Price transparency for equity derivatives varies by market and underlier. Options on indices and the common stock of corporates included in major equity indices exhibit the most price transparency. Equity derivatives generally have observable market prices, except for contracts with long tenors or reference prices that differ significantly from current market prices. More complex equity derivatives, such as those sensitive to the correlation between two or more individual stocks, generally have less price transparency.
Liquidity is essential to observability of all product types. If transaction volumes decline, previously transparent prices and other inputs may become unobservable. Conversely, even highly structured products may at times have trading volumes large enough to provide observability of prices and other inputs.
Level 1.
Level 1 derivatives include short-term contracts for future delivery of securities when the underlying security is a level 1 instrument, and exchange-traded derivatives if they are actively traded and are valued at their quoted market price.
Level 2.
Level 2 derivatives include OTC derivatives for which all significant valuation inputs are corroborated by market evidence and exchange-traded derivatives that are not actively traded and/or that are valued using models that calibrate to market-clearing levels of OTC derivatives.
The selection of a particular model to value a derivative depends on the contractual terms of and specific risks inherent in the instrument, as well as the availability of pricing information in the market. For derivatives that trade in liquid markets, model selection does not involve significant management judgment because outputs of models can be calibrated to market-clearing levels.
Valuation models require a variety of inputs, such as contractual terms, market prices, yield curves, discount rates (including those derived from interest rates on collateral received and posted as specified in credit support agreements for collateralized derivatives), credit curves, measures of volatility, prepayment rates, loss severity rates and correlations of such inputs. Significant inputs to the valuations of level 2 derivatives can be verified to market transactions, broker or dealer quotations or other alternative pricing sources with reasonable levels of price transparency. Consideration is given to the nature of the quotations (e.g., indicative or firm) and the relationship of recent market activity to the prices provided from alternative pricing sources.
Level 3.
Level 3 derivatives are valued using models which utilize observable level 1 and/or level 2 inputs, as well as unobservable level 3 inputs. The significant unobservable inputs used to value the firm’s level 3 derivatives are described below.
 
For level 3 interest rate and currency derivatives, significant unobservable inputs include correlations of certain currencies and interest rates (e.g., the correlation between Euro inflation and Euro interest rates) and specific interest rate and currency volatilities.
 
For level 3 credit derivatives, significant unobservable inputs include illiquid credit spreads and upfront credit points, which are unique to specific reference obligations and reference entities, and recovery rates.
 
For level 3 commodity derivatives, significant unobservable inputs include volatilities for options with strike prices that differ significantly from current market prices and prices or spreads for certain products for which the product quality or physical location of the commodity is not aligned with benchmark indices.
 
For level 3 equity derivatives, significant unobservable inputs generally include equity volatility inputs for options that are long-dated and/or have strike prices that differ significantly from current market prices. In addition, the valuation of certain structured trades requires the use of level 3 correlation inputs, such as the correlation of the price performance of two or more individual stocks or the correlation of the price performance for a basket of stocks to another asset class, such as commodities.
 
Goldman Sachs September 2020March 2021 Form 10-Q 14

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Subsequent to the initial valuation of a level 3 derivative, the firm updates the level 1 and level 2 inputs to reflect observable market changes and any resulting gains and losses are classified in level 3. Level 3 inputs are changed when corroborated by evidence, such as similar market transactions, third-party pricing services and/or broker or dealer quotations or other empirical market data. In circumstances where the firm cannot verify the model value by reference to market transactions, it is possible that a different valuation model could produce a materially different estimate of fair value. See Note 7 for further information about significant unobservable inputs used in the valuation of level 3 derivatives.
Valuation Adjustments.
Valuation adjustments are integral to determining the fair value of derivative portfolios and are used to adjust the
mid-market
valuations produced by derivative pricing models to the exit price valuation. These adjustments incorporate bid/offer spreads, the cost of liquidity, credit valuation adjustments and funding valuation adjustments, which account for the credit and funding risk inherent in the uncollateralized portion of derivative portfolios. The firm also makes funding valuation adjustments to collateralized derivatives where the terms of the agreement do not permit the firm to deliver or repledge collateral received. Market-based inputs are generally used when calibrating valuation adjustments to market-clearing levels.
In addition, for derivatives that include significant unobservable inputs, the firm makes model or exit price adjustments to account for the valuation uncertainty present in the transaction.
Valuation Techniques and Significant Inputs for Other Financial Instruments at Fair Value
In addition to trading cash instruments, derivatives, and certain investments and loans, the firm accounts for certain of its other financial assets and liabilities at fair value under the fair value option. Such instruments include repurchase agreements and substantially all resale agreements; securities borrowed and loaned in Fixed Income, Currency and Commodities (FICC) financing; certain customer and other receivables, including certain margin loans; certain time deposits, including structured certificates of deposit, which are hybrid financial instruments; substantially all other secured financings, including transfers of assets accounted for as financings; certain unsecured short- and long-term borrowings, substantially all of which are hybrid financial instruments; and other liabilities. These instruments are generally valued based on discounted cash flow techniques, which incorporate inputs with reasonable levels of price transparency, and are generally classified in level 2 because the inputs are observable. Valuation adjustments may be made for liquidity and for counterparty and the firm’s credit quality. The significant inputs used to value the firm’s other financial instruments are described below.
Resale and Repurchase Agreements and Securities Borrowed and Loaned.
The significant inputs to the valuation of resale and repurchase agreements and securities borrowed and loaned are funding spreads, the amount and timing of expected future cash flows and interest rates.
Customer and Other Receivables.
The significant inputs to the valuation of receivables are interest rates, the amount and timing of expected future cash flows and funding spreads.
Deposits.
The significant inputs to the valuation of time deposits are interest rates and the amount and timing of future cash flows. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives and Note 13 for further information about deposits.
Other Secured Financings.
The significant inputs to the valuation of other secured financings are the amount and timing of expected future cash flows, interest rates, funding spreads and the fair value of the collateral delivered by the firm (determined using the amount and timing of expected future cash flows, market prices, market yields and recovery assumptions) and the frequency of additional collateral calls.. See Note 11 for further information about other secured financings.
Unsecured Short- and Long-Term Borrowings.
The significant inputs to the valuation of unsecured short- and long-term borrowings are the amount and timing of expected future cash flows, interest rates, the credit spreads of the firm and commodity prices for prepaid commodity transactions. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives and Note 14 for further information about borrowings.
Other Liabilities.
The significant inputs to the valuation of other liabilities are the amount and timing of expected future cash flows and equity volatility and correlation inputs. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives.
 
15 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
FinancialTrading Assets and Liabilities at
Note 5
Trading Cash Instruments
Note 6
Derivatives and Hedging Activities
Note 7
Investments
Note 8
Loans
Note 9
Fair Value Option
Note 10
Collateralized Agreements and Financings
Note 11
Other Assets
Note 12
Deposits
Note 13
Unsecured Borrowings
Note 14
Other Liabilities
Note 15
Securitization Activities
Note 16
Variable Interest Entities
Note 17
Commitments, Contingencies and Guarantees
Note 18
Shareholders’ Equity
Note 19
Regulation and Capital Adequacy
Note 20
Earnings Per Common Share
Note 21
Transactions with Affiliated Funds
Note 22
Interest Income and Interest Expense
Note 23
Income Taxes
Note 24
Business Segments
Note 25
Credit Concentrations
Note 26
Legal Proceedings
Note 27
Consolidation
The firm consolidates entities in which the firm has a controlling financial interest. The firm determines whether it has a controlling financial interest in an entity by first evaluating whether the entity is a voting interest entity or a variable interest entity (VIE).
Voting Interest Entities.
Voting interest entities are entities in which (i) the total equity investment at risk is sufficient to enable the entity to finance its activities independently and (ii) the equity holders have the power to direct the activities of the entity that most significantly impact its economic performance, the obligation to absorb the losses of the entity and the right to receive the residual returns of the entity. The usual condition for a controlling financial interest in a voting interest entity is ownership of a majority voting interest. If the firm has a controlling majority voting interest in a voting interest entity, the entity is consolidated.
Variable Interest Entities.
A VIE is an entity that lacks one or more of the characteristics of a voting interest entity. The firm has a controlling financial interest in a VIE when the firm has a variable interest or interests that provide it with (i) the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance and (ii) the obligation to absorb losses of the VIE or the right to receive benefits from the VIE that could potentially be significant to the VIE. See Note 17 for further information about VIEs.
Equity-Method Investments.
When the firm does not have a controlling financial interest in an entity but can exert significant influence over the entity’s operating and financial policies, the investment is generally accounted for at fair value by electing the fair value option available under U.S. GAAP. Significant influence generally exists when the firm owns 20% to 50% of the entity’s common stock or
in-substance
common stock.
In certain cases, the firm applies the equity method of accounting to new investments that are strategic in nature or closely related to the firm’s principal business activities, when the firm has a significant degree of involvement in the cash flows or operations of the investee or when cost-benefit considerations are less significant. See Note 8 for further information about equity-method investments.
The table below presents financial assets and liabilities accounted for at fair value.
  As of 
$ in millions
 
 
September
2020
 
 
  June
2020
 
 
  December
2019
 
 
Total level 1 financial assets
 
 
$  
 
281,667
 
  $   275,444   $242,562 
Total level 2 financial assets
 
 
391,698
 
  406,880   325,259 
Total level 3 financial assets
 
 
27,677
 
  29,426   23,068 
Investments in funds at NAV
 
 
3,517
 
  3,710   4,206 
Counterparty and cash collateral netting
 
 
(74,547
  (73,749  (55,527
Total financial assets at fair value
 
 
$  
 
630,012
 
  $   641,711   $539,568 
 
Total assets
 
 
$1,132,059
 
  $1,141,523   $992,968 
 
Total level 3 financial assets divided by:
 
  
Total assets
 
 
2.4%
 
  2.6%   2.3% 
Total financial assets at fair value
 
 
4.4%
 
  4.6%   4.3% 
Total level 1 financial liabilities
 
 
$  
 
  94,637
 
  $     98,901   $  54,790 
Total level 2 financial liabilities
 
 
299,520
 
  298,915   293,902 
Total level 3 financial liabilities
 
 
32,329
 
  30,106   25,938 
Counterparty and cash collateral netting
 
 
(53,446
  (57,098  (41,671
Total financial liabilities at fair value
 
 
$  
 
373,040
 
  $   370,824   $332,959 
 
Total liabilities
 
 
$1,039,409
 
  $1,051,494   $902,703 
 
Total level 3 financial liabilities divided by:
 
  
Total liabilities
 
 
3.1%
 
  2.9%   2.9% 
Total financial liabilities at fair value
 
 
8.7%
 
  8.1%   7.8% 
In the table above:
 
Goldman Sachs March 2021 Form 10-Q6

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Investment Funds.
The firm has formed investment funds with third-party investors. These funds are typically organized as limited partnerships or limited liability companies for which the firm acts as general partner or manager. Generally, the firm does not hold a majority of the economic interests in these funds. These funds are usually voting interest entities and generally are not consolidated because third-party investors typically have rights to terminate the funds or to remove the firm as general partner or manager. Investments in these funds are generally measured at net asset value (NAV) and are included in investments. See Notes 8, 18 and 22 for further information about investments in funds.
Use of Estimates
Preparation of these consolidated financial statements requires management to make certain estimates and assumptions, the most important of which relate to fair value measurements, the allowance for credit losses on loans and lending commitments accounted for at amortized cost, discretionary compensation accruals, accounting for goodwill and identifiable intangible assets, provisions for losses that may arise from litigation and regulatory proceedings (including governmental investigations), and provisions for losses that may arise from tax audits. These estimates and assumptions are based on the best available information but actual results could be materially different.
Revenue Recognition
Financial Assets and Liabilities at Fair Value.
Trading assets and liabilities and certain investments are recorded at fair value either under the fair value option or in accordance with other U.S. GAAP. In addition, the firm has elected to account for certain of its loans and other financial assets and liabilities at fair value by electing the fair value option. The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Financial assets are marked to bid prices and financial liabilities are marked to offer prices. Fair value measurements do not include transaction costs. Fair value gains or losses are generally included in market making or other principal transactions. See Note 4 for further information about fair value measurements.
Revenue from Contracts with Clients.
The firm recognizes revenue earned from contracts with clients for services, such as investment banking, investment management, and execution and clearing (contracts with clients), when the performance obligations related to the underlying transaction are completed.
Revenues from contracts with clients represent approximately 35% of total
non-interest
revenues (including approximately 90% of investment banking revenues, approximately 95% of investment management revenues and all commissions and fees) for the three months ended March 2021, and approximately 55% of total
non-interest
revenues (including approximately 85% of investment banking revenues, approximately 95% of investment management revenues and all commissions and fees) for the three months ended March 2020. See Note 25 for information about net revenues by business segment.
Investment Banking
Advisory.
Fees from financial advisory assignments are recognized in revenues when the services related to the underlying transaction are completed under the terms of the assignment.
Non-refundable
deposits and milestone payments in connection with financial advisory assignments are recognized in revenues upon completion of the underlying transaction or when the assignment is otherwise concluded.
Expenses associated with financial advisory assignments are recognized when incurred and are included in transaction based expenses. Client reimbursements for such expenses are included in investment banking revenues.
Underwriting.
Fees from underwriting assignments are recognized in revenues upon completion of the underlying transaction based on the terms of the assignment.
Expenses associated with underwriting assignments are generally deferred until the related revenue is recognized or the assignment is otherwise concluded. Such expenses are included in transaction based expenses for completed assignments.
7Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Investment Management
The firm earns management fees and incentive fees for investment management services, which are included in investment management revenues. The firm makes payments to brokers and advisors related to the placement of the firm’s investment funds (distribution fees), which are included in transaction based expenses.
Management Fees.
Management fees for mutual funds are calculated as a percentage of daily net asset value and are received monthly. Management fees for hedge funds and separately managed accounts are calculated as a percentage of
month-end
net asset value and are generally received quarterly. Management fees for private equity funds are calculated as a percentage of monthly invested capital or committed capital and are received quarterly, semi-annually or annually, depending on the fund. Management fees are recognized over time in the period the services are provided.
Distribution fees paid by the firm are calculated based on either a percentage of the management fee, the investment fund’s net asset value or the committed capital. Such fees are included in transaction based expenses.
Incentive Fees.
Incentive fees are calculated as a percentage of a fund’s or separately managed account’s return, or excess return above a specified benchmark or other performance target. Incentive fees are generally based on investment performance over a twelve-month period or over the life of a fund. Fees that are based on performance over a twelve-month period are subject to adjustment prior to the end of the measurement period. For fees that are based on investment performance over the life of the fund, future investment underperformance may require fees previously distributed to the firm to be returned to the fund.
Incentive fees earned from a fund or separately managed account are recognized when it is probable that a significant reversal of such fees will not occur, which is generally when such fees are no longer subject to fluctuations in the market value of investments held by the fund or separately managed account. Therefore, incentive fees recognized during the period may relate to performance obligations satisfied in previous periods.
Commissions and Fees
The firm earns commissions and fees from executing and clearing client transactions on stock, options and futures markets, as well as
over-the-counter
(OTC) transactions. Commissions and fees are recognized on the day the trade is executed. The firm also provides third-party research services to clients in connection with certain soft-dollar arrangements. Third-party research costs incurred by the firm in connection with such arrangements are presented net within commissions and fees.
Remaining Performance Obligations
Remaining performance obligations are services that the firm has committed to perform in the future in connection with its contracts with clients. The firm’s remaining performance obligations are generally related to its financial advisory assignments and certain investment management activities. Revenues associated with remaining performance obligations relating to financial advisory assignments cannot be determined until the outcome of the transaction. For the firm’s investment management activities, where fees are calculated based on the net asset value of the fund or separately managed account, future revenues associated with such remaining performance obligations cannot be determined as such fees are subject to fluctuations in the market value of investments held by the fund or separately managed account.
The firm is able to determine the future revenues associated with management fees calculated based on committed capital. As of March 2021, substantially all future net revenues associated with such remaining performance obligations will be recognized through 2028. Annual revenues associated with such performance obligations average less than $250 million through 2028.
Transfers of Financial Assets
Transfers of financial assets are accounted for as sales when the firm has relinquished control over the assets transferred. For transfers of financial assets accounted for as sales, any gains or losses are recognized in net revenues. Assets or liabilities that arise from the firm’s continuing involvement with transferred financial assets are initially recognized at fair value. For transfers of financial assets that are not accounted for as sales, the assets are generally included in trading assets and the transfer is accounted for as a collateralized financing, with the related interest expense recognized over the life of the transaction. See Note 11 for further information about transfers of financial assets accounted for as collateralized financings and Note 16 for further information about transfers of financial assets accounted for as sales.
Goldman Sachs March 2021 Form 10-Q8

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Cash and Cash Equivalents
The firm defines cash equivalents as highly liquid overnight deposits held in the ordinary course of business. Cash and cash equivalents included cash and due from banks of $11.27 billion as of March 2021 and $11.95 billion as of December 2020. Cash and cash equivalents also included interest-bearing deposits with banks of $179.89 billion as of March 2021 and $143.89 billion as of December 2020.
The firm segregates cash for regulatory and other purposes related to client activity. Cash and cash equivalents segregated for regulatory and other purposes were $25.56 billion as of March 2021 and $24.52 billion as of December 2020. In addition, the firm segregates securities for regulatory and other purposes related to client activity. See Note 11 for further information about segregated securities.
Customer and Other Receivables
Customer and other receivables included receivables from customers and counterparties of $102.46 billion as of March 2021 and $82.39 billion as of December 2020, and receivables from brokers, dealers and clearing organizations of $62.20 billion as of March 2021 and $38.94 billion as of December 2020. Such receivables primarily consist of customer margin loans, receivables resulting from unsettled transactions and collateral posted in connection with certain derivative transactions.
Substantially all of these receivables are accounted for at amortized cost net of any allowance for credit losses, which generally approximates fair value. As these receivables are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these receivables been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both March 2021 and December 2020. See Note 10 for further information about customer and other receivables accounted for at fair value under the fair value option. Interest on customer and other receivables is recognized over the life of the transaction and included in interest income.
Customer and other receivables includes receivables from contracts with clients and contract assets. Contract assets represent the firm’s right to receive consideration for services provided in connection with its contracts with clients for which collection is conditional and not merely subject to the passage of time. The firm’s receivables from contracts with clients were $2.87 billion as of March 2021 and $2.60 billion as of December 2020. As of both March 2021 and December 2020 contract assets were not material.
Customer and Other Payables
Customer and other payables included payables to customers and counterparties of $201.05 billion as of March 2021 and $183.57 billion as of December 2020, and payables to brokers, dealers and clearing organizations of $23.22 billion as of March 2021 and $7.09 billion as of December 2020. Such payables primarily consist of customer credit balances related to the firm’s prime brokerage activities. Customer and other payables are accounted for at cost plus accrued interest, which generally approximates fair value. As these payables are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these payables been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both March 2021 and December 2020. Interest on customer and other payables is recognized over the life of the transaction and included in interest expense.
Offsetting Assets and Liabilities
To reduce credit exposures on derivatives and securities financing transactions, the firm may enter into master netting agreements or similar arrangements (collectively, netting agreements) with counterparties that permit it to offset receivables and payables with such counterparties. A netting agreement is a contract with a counterparty that permits net settlement of multiple transactions with that counterparty, including upon the exercise of termination rights by a
non-defaulting
party. Upon exercise of such termination rights, all transactions governed by the netting agreement are terminated and a net settlement amount is calculated. In addition, the firm receives and posts cash and securities collateral with respect to its derivatives and securities financing transactions, subject to the terms of the related credit support agreements or similar arrangements (collectively, credit support agreements). An enforceable credit support agreement grants the
non-defaulting
party exercising termination rights the right to liquidate the collateral and apply the proceeds to any amounts owed. In order to assess enforceability of the firm’s right of setoff under netting and credit support agreements, the firm evaluates various factors, including applicable bankruptcy laws, local statutes and regulatory provisions in the jurisdiction of the parties to the agreement.
9Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Derivatives are reported on a
net-by-counterparty
basis (i.e., the net payable or receivable for derivative assets and liabilities for a given counterparty) in the consolidated balance sheets when a legal right of setoff exists under an enforceable netting agreement. Resale agreements and securities sold under agreements to repurchase (repurchase agreements) and securities borrowed and loaned transactions with the same term and currency are presented on a
net-by-counterparty
basis in the consolidated balance sheets when such transactions meet certain settlement criteria and are subject to netting agreements.
In the consolidated balance sheets, derivatives are reported net of cash collateral received and posted under enforceable credit support agreements, when transacted under an enforceable netting agreement. In the consolidated balance sheets, resale and repurchase agreements, and securities borrowed and loaned, are not reported net of the related cash and securities received or posted as collateral. See Note 11 for further information about collateral received and pledged, including rights to deliver or repledge collateral. See Notes 7 and 11 for further information about offsetting assets and liabilities.
Share-Based Compensation
The cost of employee services received in exchange for a share-based award is generally measured based on the grant-date fair value of the award. Share-based awards that do not require future service (i.e., vested awards, including awards granted to retirement-eligible employees) are expensed immediately. Share-based awards that require future service are amortized over the relevant service period. Forfeitures are recorded when they occur.
Cash dividend equivalents paid on restricted stock units (RSUs) are generally charged to retained earnings. If RSUs that require future service are forfeited, the related dividend equivalents originally charged to retained earnings are reclassified to compensation expense in the period in which forfeiture occurs.
The firm generally issues new shares of common stock upon delivery of share-based awards. In certain cases, primarily related to conflicted employment (as outlined in the applicable award agreements), the firm may cash settle share-based compensation awards accounted for as equity instruments. For these awards, whose terms allow for cash settlement, additional
paid-in
capital is adjusted to the extent of the difference between the value of the award at the time of cash settlement and the grant-date value of the award. The tax effect related to the settlement of share-based awards is recorded in income tax benefit or expense.
Foreign Currency Translation
Assets and liabilities denominated in
non-U.S.
currencies are translated at rates of exchange prevailing on the date of the consolidated balance sheets and revenues and expenses are translated at average rates of exchange for the period. Foreign currency remeasurement gains or losses on transactions in nonfunctional currencies are recognized in earnings. Gains or losses on translation of the financial statements of a
non-U.S.
operation, when the functional currency is other than the U.S. dollar, are included, net of hedges and taxes, in the consolidated statements of comprehensive income.
Recent Accounting Developments
Measurement of Credit Losses on Financial Instruments (ASC 326).
In June 2016, the FASB issued ASU
No. 2016-13,
“Financial Instruments — Credit Losses (Topic 326) — Measurement of Credit Losses on Financial Instruments.” This ASU amends several aspects of the measurement of credit losses on certain financial instruments, including replacing the existing incurred credit loss model and other models with the Current Expected Credit Losses (CECL) model and amending certain aspects of accounting for purchased financial assets with deterioration in credit quality since origination.
The firm adopted this ASU in January 2020 under a modified retrospective approach. As a result of adopting this ASU, the firm’s allowance for credit losses on financial assets and commitments that are measured at amortized cost reflects management’s estimate of credit losses over the remaining expected life of such assets. Expected credit losses for newly recognized financial assets and commitments, as well as changes to expected credit losses during the period, are recognized in earnings. These expected credit losses are measured based on historical experience, current conditions and forecasts that affect the collectability of the reported amount.
The cumulative effect of measuring the allowance under CECL as a result of adopting this ASU as of January 1, 2020 was an increase in the allowance for credit losses of $848 million. The increase in the allowance is driven by the fact that the allowance under CECL covers expected credit losses over the full expected life of the loan portfolios and also takes into account forecasts of expected future economic conditions. In addition, in accordance with the ASU, the firm elected the fair value option for loans that were previously accounted for as Purchased Credit Impaired (PCI), which resulted in a decrease to the allowance for PCI loans of $169 million. The cumulative effect of adopting this ASU was a decrease to retained earnings of $638 million (net of tax).
Counterparty netting among positions classified in the same level is included in that level.
Goldman Sachs March 2021 Form 10-Q10

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Facilitation of the Effects of Reference Rate Reform on Financial Reporting (ASC 848).
In March 2020, the FASB issued ASU
No. 2020-04,
“Reference Rate Reform — Facilitation of the Effects of Reference Rate Reform on Financial Reporting.” This ASU provides optional relief from applying generally accepted accounting principles to contracts, hedging relationships and other transactions affected by reference rate reform. In addition, in January 2021 the FASB issued ASU
No. 2021-01
“Reference Rate Reform — Scope,” which clarified the scope of ASC 848 relating to contract modifications. The firm adopted these ASUs upon issuance and elected to apply the relief available to certain modified derivatives. The adoption of these ASUs did not have a material impact on the firm’s consolidated financial statements.
Note 4.
Fair Value Measurements
The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Financial assets are marked to bid prices and financial liabilities are marked to offer prices. Fair value measurements do not include transaction costs. The firm measures certain financial assets and liabilities as a portfolio (i.e., based on its net exposure to market and/or credit risks).
The best evidence of fair value is a quoted price in an active market. If quoted prices in active markets are not available, fair value is determined by reference to prices for similar instruments, quoted prices or recent transactions in less active markets, or internally developed models that primarily use market-based or independently sourced inputs, including, but not limited to, interest rates, volatilities, equity or debt prices, foreign exchange rates, commodity prices, credit spreads and funding spreads (i.e., the spread or difference between the interest rate at which a borrower could finance a given financial instrument relative to a benchmark interest rate).
U.S. GAAP has a three-level hierarchy for disclosure of fair value measurements. This hierarchy prioritizes inputs to the valuation techniques used to measure fair value, giving the highest priority to level 1 inputs and the lowest priority to level 3 inputs. A financial instrument’s level in this hierarchy is based on the lowest level of input that is significant to its fair value measurement. In evaluating the significance of a valuation input, the firm considers, among other factors, a portfolio’s net risk exposure to that input. The fair value hierarchy is as follows:
Level 1.
Inputs are unadjusted quoted prices in active markets to which the firm had access at the measurement date for identical, unrestricted assets or liabilities.
Level 2.
Inputs to valuation techniques are observable, either directly or indirectly.
Level 3.
One or more inputs to valuation techniques are significant and unobservable.
The fair values for substantially all of the firm’s financial assets and liabilities are based on observable prices and inputs and are classified in levels 1 and 2 of the fair value hierarchy. Certain level 2 and level 3 financial assets and liabilities may require valuation adjustments that a market participant would require to arrive at fair value for factors, such as counterparty and the firm’s credit quality, funding risk, transfer restrictions, liquidity and bid/offer spreads. Valuation adjustments are generally based on market evidence.
11Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The valuation techniques and nature of significant inputs used to determine the fair value of the firm’s financial instruments are described below. See Notes 5 through 10 for further information about significant unobservable inputs used to value level 3 financial instruments.
Valuation Techniques and Significant Inputs for Trading Cash Instruments, Investments and Loans
Level 1.
Level 1 instruments include U.S. government obligations, most
non-U.S.
government obligations, certain agency obligations, certain corporate debt instruments, certain money market instruments and actively traded listed equities. These instruments are valued using quoted prices for identical unrestricted instruments in active markets. The firm defines active markets for equity instruments based on the average daily trading volume both in absolute terms and relative to the market capitalization for the instrument. The firm defines active markets for debt instruments based on both the average daily trading volume and the number of days with trading activity.
Level 2.
Level 2 instruments include certain
non-U.S.
government obligations, most agency obligations, most mortgage-backed loans and securities, most corporate debt instruments, most state and municipal obligations, most money market instruments, most other debt obligations, restricted or less liquid listed equities, certain private equities, commodities and certain lending commitments.
Valuations of level 2 instruments can be verified to quoted prices, recent trading activity for identical or similar instruments, broker or dealer quotations or alternative pricing sources with reasonable levels of price transparency. Consideration is given to the nature of the quotations (e.g., indicative or firm) and the relationship of recent market activity to the prices provided from alternative pricing sources.
Valuation adjustments are typically made to level 2 instruments (i) if the instrument is subject to transfer restrictions and/or (ii) for other premiums and liquidity discounts that a market participant would require to arrive at fair value. Valuation adjustments are generally based on market evidence.
Level 3.
Level 3 instruments have one or more significant valuation inputs that are not observable. Absent evidence to the contrary, level 3 instruments are initially valued at transaction price, which is considered to be the best initial estimate of fair value. Subsequently, the firm uses other methodologies to determine fair value, which vary based on the type of instrument. Valuation inputs and assumptions are changed when corroborated by substantive observable evidence, including values realized on sales.
Valuation techniques of level 3 instruments vary by instrument, but are generally based on discounted cash flow techniques. The valuation techniques and the nature of significant inputs used to determine the fair values of each type of level 3 instrument are described below:
Loans and Securities Backed by Commercial Real Estate
Loans and securities backed by commercial real estate are directly or indirectly collateralized by a single property or a portfolio of properties, and may include tranches of varying levels of subordination. Significant inputs are generally determined based on relative value analyses and include:
Market yields implied by transactions of similar or related assets and/or current levels and changes in market indices, such as the CMBX (an index that tracks the performance of commercial mortgage bonds);
Transaction prices in both the underlying collateral and instruments with the same or similar underlying collateral;
A measure of expected future cash flows in a default scenario (recovery rates) implied by the value of the underlying collateral, which is mainly driven by current performance of the underlying collateral and capitalization rates. Recovery rates are expressed as a percentage of notional or face value of the instrument and reflect the benefit of credit enhancements on certain instruments; and
Timing of expected future cash flows (duration) which, in certain cases, may incorporate the impact of any loan forbearances and other unobservable inputs (e.g., prepayment speeds).
Loans and Securities Backed by Residential Real Estate
Loans and securities backed by residential real estate are directly or indirectly collateralized by portfolios of residential real estate and may include tranches of varying levels of subordination. Significant inputs are generally determined based on relative value analyses, which incorporate comparisons to instruments with similar collateral and risk profiles. Significant inputs include:
Market yields implied by transactions of similar or related assets;
Transaction prices in both the underlying collateral and instruments with the same or similar underlying collateral;
Cumulative loss expectations, driven by default rates, home price projections, residential property liquidation timelines, related costs and subsequent recoveries; and
Duration, driven by underlying loan prepayment speeds and residential property liquidation timelines.
Goldman Sachs March 2021 Form 10-Q12

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Corporate Debt Instruments
Corporate debt instruments includes corporate loans, debt securities and convertible debentures. Significant inputs for corporate debt instruments are generally determined based on relative value analyses, which incorporate comparisons both to prices of credit default swaps that reference the same or similar underlying instrument or entity and to other debt instruments for the same or similar issuer for which observable prices or broker quotations are available. Significant inputs include:
Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices, such as the CDX (an index that tracks the performance of corporate credit);
Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation;
Duration; and
Market and transaction multiples for corporate debt instruments with convertibility or participation options.
Equity Securities
Equity securities consists of private equities. Recent third-party completed or pending transactions (e.g., merger proposals, debt restructurings, tender offers) are considered the best evidence for any change in fair value. When these are not available, the following valuation methodologies are used, as appropriate:
Industry multiples (primarily EBITDA and revenue multiples) and public comparables;
Transactions in similar instruments;
Discounted cash flow techniques; and
Third-party appraisals.
The firm also considers changes in the outlook for the relevant industry and financial performance of the issuer as compared to projected performance. Significant inputs include:
Market and transaction multiples;
Discount rates and capitalization rates; and
For equity securities with debt-like features, market yields implied by transactions of similar or related assets, current performance and recovery assumptions, and duration.
Other Trading Cash Instruments, Investments and Loans
The significant inputs to the valuation of other instruments, such as
non-U.S.
government obligations and U.S. and
non-U.S.
agency obligations, state and municipal obligations, and other loans and debt obligations are generally determined based on relative value analyses, which incorporate comparisons both to prices of credit default swaps that reference the same or similar underlying instrument or entity and to other debt instruments for the same issuer for which observable prices or broker quotations are available. Significant inputs include:
Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices;
Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation; and
Duration.
Valuation Techniques and Significant Inputs for Derivatives
The firm’s level 2 and level 3 derivatives are valued using derivative pricing models (e.g., discounted cash flow models, correlation models and models that incorporate option pricing methodologies, such as Monte Carlo simulations). Price transparency of derivatives can generally be characterized by product type, as described below.
Interest Rate.
In general, the key inputs used to value interest rate derivatives are transparent, even for most long-dated contracts. Interest rate swaps and options denominated in the currencies of leading industrialized nations are characterized by high trading volumes and tight bid/offer spreads. Interest rate derivatives that reference indices, such as an inflation index, or the shape of the yield curve (e.g.,
10-year
swap rate vs.
2-year
swap rate) are more complex, but the key inputs are generally observable.
Credit.
Price transparency for credit default swaps, including both single names and baskets of credits, varies by market and underlying reference entity or obligation. Credit default swaps that reference indices, large corporates and major sovereigns generally exhibit the most price transparency. For credit default swaps with other underliers, price transparency varies based on credit rating, the cost of borrowing the underlying reference obligations, and the availability of the underlying reference obligations for delivery upon the default of the issuer. Credit default swaps that reference loans, asset-backed securities and emerging market debt instruments tend to have less price transparency than those that reference corporate bonds. In addition, more complex credit derivatives, such as those sensitive to the correlation between two or more underlying reference obligations, generally have less price transparency.
13Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Currency.
Prices for currency derivatives based on the exchange rates of leading industrialized nations, including those with longer tenors, are generally transparent. The primary difference between the price transparency of developed and emerging market currency derivatives is that emerging markets tend to be only observable for contracts with shorter tenors.
Commodity.
Commodity derivatives include transactions referenced to energy (e.g., oil, natural gas and electricity), metals (e.g., precious and base) and soft commodities (e.g., agricultural). Price transparency varies based on the underlying commodity, delivery location, tenor and product quality (e.g., diesel fuel compared to unleaded gasoline). In general, price transparency for commodity derivatives is greater for contracts with shorter tenors and contracts that are more closely aligned with major and/or benchmark commodity indices.
Equity.
Price transparency for equity derivatives varies by market and underlier. Options on indices and the common stock of corporates included in major equity indices exhibit the most price transparency. Equity derivatives generally have observable market prices, except for contracts with long tenors or reference prices that differ significantly from current market prices. More complex equity derivatives, such as those sensitive to the correlation between two or more individual stocks, generally have less price transparency.
Liquidity is essential to observability of all product types. If transaction volumes decline, previously transparent prices and other inputs may become unobservable. Conversely, even highly structured products may at times have trading volumes large enough to provide observability of prices and other inputs.
Level 1.
Level 1 derivatives include short-term contracts for future delivery of securities when the underlying security is a level 1 instrument, and exchange-traded derivatives if they are actively traded and are valued at their quoted market price.
Level 2.
Level 2 derivatives include OTC derivatives for which all significant valuation inputs are corroborated by market evidence and exchange-traded derivatives that are not actively traded and/or that are valued using models that calibrate to market-clearing levels of OTC derivatives.
The selection of a particular model to value a derivative depends on the contractual terms of and specific risks inherent in the instrument, as well as the availability of pricing information in the market. For derivatives that trade in liquid markets, model selection does not involve significant management judgment because outputs of models can be calibrated to market-clearing levels.
Valuation models require a variety of inputs, such as contractual terms, market prices, yield curves, discount rates (including those derived from interest rates on collateral received and posted as specified in credit support agreements for collateralized derivatives), credit curves, measures of volatility, prepayment rates, loss severity rates and correlations of such inputs. Significant inputs to the valuations of level 2 derivatives can be verified to market transactions, broker or dealer quotations or other alternative pricing sources with reasonable levels of price transparency. Consideration is given to the nature of the quotations (e.g., indicative or firm) and the relationship of recent market activity to the prices provided from alternative pricing sources.
Level 3.
Level 3 derivatives are valued using models which utilize observable level 1 and/or level 2 inputs, as well as unobservable level 3 inputs. The significant unobservable inputs used to value the firm’s level 3 derivatives are described below.
For level 3 interest rate and currency derivatives, significant unobservable inputs include correlations of certain currencies and interest rates (e.g., the correlation between Euro inflation and Euro interest rates) and specific interest rate and currency volatilities.
For level 3 credit derivatives, significant unobservable inputs include illiquid credit spreads and upfront credit points, which are unique to specific reference obligations and reference entities, and recovery rates.
For level 3 commodity derivatives, significant unobservable inputs include volatilities for options with strike prices that differ significantly from current market prices and prices or spreads for certain products for which the product quality or physical location of the commodity is not aligned with benchmark indices.
For level 3 equity derivatives, significant unobservable inputs generally include equity volatility inputs for options that are long-dated and/or have strike prices that differ significantly from current market prices. In addition, the valuation of certain structured trades requires the use of level 3 correlation inputs, such as the correlation of the price performance of two or more individual stocks or the correlation of the price performance for a basket of stocks to another asset class, such as commodities.
Goldman Sachs March 2021 Form 10-Q14

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Subsequent to the initial valuation of a level 3 derivative, the firm updates the level 1 and level 2 inputs to reflect observable market changes and any resulting gains and losses are classified in level 3. Level 3 inputs are changed when corroborated by evidence, such as similar market transactions, third-party pricing services and/or broker or dealer quotations or other empirical market data. In circumstances where the firm cannot verify the model value by reference to market transactions, it is possible that a different valuation model could produce a materially different estimate of fair value. See Note 7 for further information about significant unobservable inputs used in the valuation of level 3 derivatives.
Valuation Adjustments.
Valuation adjustments are integral to determining the fair value of derivative portfolios and are used to adjust the
mid-market
valuations produced by derivative pricing models to the exit price valuation. These adjustments incorporate bid/offer spreads, the cost of liquidity, credit valuation adjustments and funding valuation adjustments, which account for the credit and funding risk inherent in the uncollateralized portion of derivative portfolios. The firm also makes funding valuation adjustments to collateralized derivatives where the terms of the agreement do not permit the firm to deliver or repledge collateral received. Market-based inputs are generally used when calibrating valuation adjustments to market-clearing levels.
In addition, for derivatives that include significant unobservable inputs, the firm makes model or exit price adjustments to account for the valuation uncertainty present in the transaction.
Valuation Techniques and Significant Inputs for Other Financial Instruments at Fair Value
In addition to trading cash instruments, derivatives, and certain investments and loans, the firm accounts for certain of its other financial assets and liabilities at fair value under the fair value option. Such instruments include repurchase agreements and substantially all resale agreements; securities borrowed and loaned in Fixed Income, Currency and Commodities (FICC) financing; certain customer and other receivables, including certain margin loans; certain time deposits, including structured certificates of deposit, which are hybrid financial instruments; substantially all other secured financings, including transfers of assets accounted for as financings; certain unsecured short- and long-term borrowings, substantially all of which are hybrid financial instruments; and other liabilities. These instruments are generally valued based on discounted cash flow techniques, which incorporate inputs with reasonable levels of price transparency, and are generally classified in level 2 because the inputs are observable. Valuation adjustments may be made for liquidity and for counterparty and the firm’s credit quality. The significant inputs used to value the firm’s other financial instruments are described below.
Resale and Repurchase Agreements and Securities Borrowed and Loaned.
The significant inputs to the valuation of resale and repurchase agreements and securities borrowed and loaned are funding spreads, the amount and timing of expected future cash flows and interest rates.
Customer and Other Receivables.
The significant inputs to the valuation of receivables are interest rates, the amount and timing of expected future cash flows and funding spreads.
Deposits.
The significant inputs to the valuation of time deposits are interest rates and the amount and timing of future cash flows. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives and Note 13 for further information about deposits.
Other Secured Financings.
The significant inputs to the valuation of other secured financings are the amount and timing of expected future cash flows, interest rates, funding spreads and the fair value of the collateral delivered by the firm (determined using the amount and timing of expected future cash flows, market prices, market yields and recovery assumptions). See Note 11 for further information about other secured financings.
Unsecured Short- and Long-Term Borrowings.
The significant inputs to the valuation of unsecured short- and long-term borrowings are the amount and timing of expected future cash flows, interest rates, the credit spreads of the firm and commodity prices for prepaid commodity transactions. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives and Note 14 for further information about borrowings.
Other Liabilities.
The significant inputs to the valuation of other liabilities are the amount and timing of expected future cash flows and equity volatility and correlation inputs. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives.
15Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Counterparty and cash collateral netting represents the impact on derivatives of netting across levels.
The table below presents a summary of level 3 financial assets.
  As of 
$ in millions
 
 
September
2020
 
 
  June
2020
 
 
  December
2019
 
 
Trading assets:
   
Trading cash instruments
 
 
$  
 
    1,265
 
  $       1,804   $    1,242 
Derivatives
 
 
6,311
 
  7,047   4,654 
Investments
 
 
17,274
 
  17,916   15,282 
Loans
 
 
2,827
 
  2,659   1,890 
Total
 
 
$  
 
  27,677
 
  $     29,426   $  23,068 
Level 3 financial assets as of September 2020 decreased compared with June 2020, reflecting a decrease in level 3 trading cash instruments, derivatives and investments. Level 3 financial assets as of September 2020 increased compared with December 2019, primarily reflecting an increase in level 3 investments. See Notes 5 through 10 for further information about level 3 financial assets (including information about unrealized gains and losses related to level 3 financial assets and transfers in and out of level 3).
Note 5.
Trading Assets and Liabilities
Trading assets and liabilities include trading cash instruments and derivatives held in connection with the firm’s market-making or risk management activities. These assets and liabilities are accounted for at fair value either under the fair value option or in accordance with other U.S. GAAP, and the related fair value gains and losses are generally recognized in the consolidated statements of earnings.
The table below presents a summary of trading assets and liabilities.
$ in millions
  Trading
Assets
 
 
   Trading
Liabilities
 
 
As of September 2020
   
Trading cash instruments
 
 
$343,880
 
  
 
$105,443
 
Derivatives
 
 
64,520
 
  
 
56,698
 
Total
 
 
$408,400
 
  
 
$162,141
 
 
As of December 2019
   
Trading cash instruments
  $310,080    $  65,033 
Derivatives
  45,252    43,802 
Total
  $355,332    $108,835 
See Note 6 for further information about trading cash instruments and Note 7 for further information about derivatives.
Gains and Losses from Market Making
The table below presents market making revenues by major product type.
  
Three Months
Ended September
           Nine Months
Ended September
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019 
Interest rates
 
 
$1,732
 
   $  (613  
 
$  3,784
 
   $1,379 
Credit
 
 
578
 
   245   
 
3,571
 
   700 
Currencies
 
 
(981
   2,127   
 
(1,674
   3,549 
Equities
 
 
1,391
 
   788   
 
5,022
 
   1,963 
Commodities
 
 
607
 
   (71   
 
2,093
 
   87 
Total
 
 
$3,327
 
   $2,476    
 
$12,796
 
   $7,678 
In the table above:
Gains/(losses) include both realized and unrealized gains and losses. Gains/(losses) exclude related interest income and interest expense. See Note 23 for further information about interest income and interest expense.
Gains and losses included in market making are primarily related to the firm’s trading assets and liabilities, including both derivative and
non-derivative
financial instruments.
Gains/(losses) are not representative of the manner in which the firm manages its business activities because many of the firm’s market-making and client facilitation strategies utilize financial instruments across various product types. Accordingly, gains or losses in one product type frequently offset gains or losses in other product types. For example, most of the firm’s longer-term derivatives across product types are sensitive to changes in interest rates and may be economically hedged with interest rate swaps. Similarly, a significant portion of the firm’s trading cash instruments and derivatives across product types has exposure to foreign currencies and may be economically hedged with foreign currency contracts.
Goldman Sachs September 2020 Form 10-Q5 16

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Note 6.
Trading Cash Instruments
Trading cash instruments consists of instruments held in connection with the firm’s market-making or risk management activities. These instruments are accounted for at fair value and the related fair value gains and losses are recognized in the consolidated statements of earnings.
Fair Value of Trading Cash Instruments by Level
The table below presents trading cash instruments by level within the fair value hierarchy.
$ in millions
  Level 1   Level 2   Level 3   Total 
As of September 2020
    
Assets
    
Government and agency obligations:
 
   
U.S.
 
 
$  97,256
 
 
 
$  39,289
 
 
 
$       –
 
 
 
$ 136,545
 
Non-U.S.
 
 
60,431
 
 
 
9,991
 
 
 
16
 
 
 
70,438
 
Loans and securities backed by:
    
Commercial real estate
    
 
897
 
 
 
196
 
 
 
1,093
 
Residential real estate
    
 
5,503
 
 
 
180
 
 
 
5,683
 
Corporate debt instruments
 
 
809
 
 
 
31,666
 
 
 
782
 
 
 
33,257
 
State and municipal obligations
    
 
325
 
 
 
 
 
 
325
 
Other debt obligations
 
 
278
 
 
 
2,318
 
 
 
27
 
 
 
2,623
 
Equity securities
 
 
82,638
 
 
 
2,322
 
 
 
64
 
 
 
85,024
 
Commodities
    
 
8,892
 
 
 
 
 
 
8,892
 
Total
 
 
$241,412
 
 
 
$101,203
 
 
 
$1,265
 
 
 
$ 343,880
 
 
Liabilities
                
Government and agency obligations:
 
   
U.S.
 
 
$
 
(22,084
 
 
$
  
        (5
 
 
$       –
 
 
 
$  (22,089
Non-U.S.
 
 
(27,700
 
 
(1,572
 
 
(1
 
 
(29,273
Loans and securities backed by:
    
Commercial real estate
    
 
(7
    
 
(7
Residential real estate
    
 
(1
    
 
(1
Corporate debt instruments
 
 
(25
 
 
(8,173
 
 
(240
 
 
(8,438
Equity securities
 
 
(44,772
 
 
(836
 
 
(27
 
 
(45,635
Total
 
 
$
 
(94,581
 
 
$
 
(10,594
 
 
 
(268
 
 
$(105,443
 
As of December 2019
    
Assets
    
Government and agency obligations:
 
   
U.S.
  $108,200   $  34,714   $     21   $
  
142,935
 
Non-U.S.
  33,709   11,108   22   44,839 
Loans and securities backed by:
 
   
Commercial real estate
     2,031   191   2,222 
Residential real estate
     5,794   231   6,025 
Corporate debt instruments
  1,313   26,768   692   28,773 
State and municipal obligations
     680      680 
Other debt obligations
  409   1,074   10   1,493 
Equity securities
  78,782   489   75   79,346 
Commodities
     3,767      3,767 
Total
  $222,413   $  86,425   $1,242   $
  
310,080
 
 
Liabilities
                
Government and agency obligations:
 
   
U.S.
  $
 
   (9,914
  $        (47  $
 
       –
   $    
 
(9,961
Non-U.S.
  (21,213  (2,205  (6  (23,424
Loans and securities backed by:
 
   
Commercial real estate
     (31  (1  (32
Residential real estate
     (2     (2
Corporate debt instruments
  (115  (7,494  (253  (7,862
State and municipal obligations
     (2     (2
Equity securities
  (23,519  (212  (13  (23,744
Commodities
     (6     (6
Total
  $
 
 (54,761
  $
 
   (9,999
  $  (273  $  
 
(65,033
In the table above:
Trading cash instrument assets are shown as positive amounts and trading cash instrument liabilities are shown as negative amounts.
Corporate debt instruments includes corporate loans, debt securities, convertible debentures, prepaid commodity transactions and transfers of assets accounted for as secured loans rather than purchases.
Equity securities includes public equities and exchange-traded funds.
Other debt obligations includes other asset-backed securities and money market instruments
.
See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of trading cash instruments.
Significant Unobservable Inputs
The table below presents the amount of level 3 assets, and ranges and weighted averages of significant unobservable inputs used to value level 3 trading cash instruments.
  Level 3 Assets and Range of Significant
Unobservable Inputs (Weighted Average) as of
 
$ in millions
 
 
September
2020
 
 
  December
2019
 
 
Loans and securities backed by commercial real estate
 
Level 3 assets
 
 
$196
 
  $191 
Yield
 
 
2.0% to 22.0% (9.9%
)
  2.7% to 21.7% (13.5%
Recovery rate
 
 
19.7% to 93.8% (61.4%
)
  11.4% to 81.1% (55.6%
Duration (years)
 
 
0.3 to 9.2 (5.3
  0.3 to 6.6 (2.8
Loans and securities backed by residential real estate
 
Level 3 assets
 
 
$180
 
  $231 
Yield
 
 
1.6% to 14.2% (5.9%
  1.2% to 12.0% (5.8%
Cumulative loss rate
 
 
4.7% to 36.6% (19.3%
  5.4% to 30.4% (16.3%
Duration (years)
 
 
1.2 to 14.8 (4.8
  2.3 to 12.4 (5.7
Corporate debt instruments
 
Level 3 assets
 
 
$782
 
  $692 
Yield
 
 
1.2% to 32.5% (11.9%
  0.1% to 20.4% (7.2%
Recovery rate
 
 
0.0% to 69.9% (59.0%
  0.0% to 69.7% (54.9%
Duration (years)
 
 
1.9 to 6.1 (3.3
  1.7 to 16.6 (5.1
Level 3 government and agency obligations, other debt obligations and equity securities were not material as of both September 2020 and December 2019, and therefore are not included in the table above.
6
17Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
In the table above:
Ranges represent the significant unobservable inputs that were used in the valuation of each type of trading cash instrument.
Weighted averages are calculated by weighting each input by the relative fair value of the trading cash instruments.
The ranges and weighted averages of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one trading cash instrument. For example, the highest recovery rate for corporate debt instruments is appropriate for valuing a specific corporate debt instrument, but may not be appropriate for valuing any other corporate debt instrument. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 trading cash instruments.
Increases in yield, duration or cumulative loss rate used in the valuation of level 3 trading cash instruments would have resulted in a lower fair value measurement, while increases in recovery rate would have resulted in a higher fair value measurement as of both September 2020 and December 2019. Due to the distinctive nature of each level 3 trading cash instrument, the interrelationship of inputs is not necessarily uniform within each product type.
Trading cash instruments are valued using discounted cash flows.
Level 3 Rollforward
The table below presents a summary of the changes in fair value for level 3 trading cash instruments.
  
Three Months
Ended September
  
    
 
Nine Months
Ended September
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019 
Total trading cash instrument assets
 
    
Beginning balance
 
 
$1,804
 
   $1,519   
 
$1,242
 
   $1,689 
Net realized gains/(losses)
 
 
15
 
   3   
 
59
 
   50 
Net unrealized gains/(losses)
 
 
34
 
   (122  
 
(146
   (75
Purchases
 
 
244
 
   162   
 
685
 
   547 
Sales
 
 
(701
   (207  
 
(438
   (735
Settlements
 
 
(124
   (80  
 
(264
   (185
Transfers into level 3
 
 
157
 
   367   
 
313
 
   280 
Transfers out of level 3
 
 
(164
   (207   
 
(186
   (136
Ending balance
 
 
$1,265
 
   $1,435    
 
$1,265
 
   $1,435 
 
Total trading cash instrument liabilities
 
 
           
Beginning balance
 
 
$  (156
   $  (211  
 
$  (273
   $    (49
Net realized gains/(losses)
 
 
 
   (2  
 
 
   1 
Net unrealized gains/(losses)
 
 
(79
   (72  
 
18
 
   (207
Purchases
 
 
13
 
   15   
 
50
 
   22 
Sales
 
 
(20
   (16  
 
(35
   (19
Settlements
 
 
(3
   12   
 
(2
   30 
Transfers into level 3
 
 
(34
   (4  
 
(28
   (24
Transfers out of level 3
 
 
11
 
   38    
 
2
 
   6 
Ending balance
 
 
$  (268
   $  (240   
 
$  (268
   $  (240
In the table above:
Changes in fair value are presented for all trading cash instruments that are classified in level 3 as of the end of the period.
Net unrealized gains/(losses) relates to trading cash instruments that were still held at
period-end.
Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a trading cash instrument was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.
For level 3 trading cash instrument assets, increases are shown as positive amounts, while decreases are shown as negative amounts. For level 3 trading cash instrument liabilities, increases are shown as negative amounts, while decreases are shown as positive amounts.
Level 3 trading cash instruments are frequently economically hedged with level 1 and level 2 trading cash instruments and/or level 1, level 2 or level 3 derivatives. Accordingly, gains or losses that are classified in level 3 can be partially offset by gains or losses attributable to level 1 or level 2 trading cash instruments and/or level 1, level 2 or level 3 derivatives. As a result, gains or losses included in the level 3 rollforward below do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.
Goldman Sachs September 2020 Form 10-Q18

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The table below presents information, by product type, for assets included in the summary table above.
  
Three Months
Ended September
  
        
 
Nine Months
Ended September
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019 
Loans and securities backed by commercial real estate
 
Beginning balance
 
 
$ 430
 
   $ 268   
 
$ 191
 
   $ 332 
Net realized gains/(losses)
 
 
2
 
   11   
 
15
 
   27 
Net unrealized gains/(losses)
 
 
(2
   (19  
 
(36
   (36
Purchases
 
 
7
 
   1   
 
77
 
   40 
Sales
 
 
(228
   (35  
 
(19
   (127
Settlements
 
 
(3
   (20  
 
(55
   (61
Transfers into level 3
 
 
7
 
   19   
 
30
 
   57 
Transfers out of level 3
 
 
(17
   (1   
 
(7
   (8
Ending balance
 
 
$ 196
 
   $ 224    
 
$ 196
 
   $ 224 
 
Loans and securities backed by residential real estate
 
 
Beginning balance
 
 
$ 307
 
   $ 270   
 
$ 231
 
   $ 348 
Net realized gains/(losses)
 
 
4
 
   5   
 
7
 
   8 
Net unrealized gains/(losses)
 
 
5
 
   9   
 
17
 
   22 
Purchases
 
 
78
 
   31   
 
97
 
   130 
Sales
 
 
(177
   (104  
 
(79
   (222
Settlements
 
 
(11
   (12  
 
(33
   (26
Transfers into level 3
 
 
4
 
   79   
 
22
 
   4 
Transfers out of level 3
 
 
(30
   (36   
 
(82
   (22
Ending balance
 
 
$ 180
 
   $ 242    
 
$ 180
 
   $ 242 
 
Corporate debt instruments
       
Beginning balance
 
 
$ 764
 
   $ 822   
 
$ 692
 
   $ 912 
Net realized gains/(losses)
 
 
10
 
   18   
 
28
 
   39 
Net unrealized gains/(losses)
 
 
25
 
   (30  
 
(102
   13 
Purchases
 
 
139
 
   69   
 
455
 
   218 
Sales
 
 
(89
   (55  
 
(256
   (346
Settlements
 
 
(103
   (42  
 
(157
   (71
Transfers into level 3
 
 
129
 
   126   
 
214
 
   92 
Transfers out of level 3
 
 
(93
   (150   
 
(92
   (99
Ending balance
 
 
$ 782
 
   $ 758    
 
$ 782
 
   $ 758 
 
Other
       
Beginning balance
 
 
$ 303
 
   $ 159   
 
$ 128
 
   $   97 
Net realized gains/(losses)
 
 
(1
   (31  
 
9
 
   (24
Net unrealized gains/(losses)
 
 
6
 
   (82  
 
(25
   (74
Purchases
 
 
20
 
   61   
 
56
 
   159 
Sales
 
 
(207
   (13  
 
(84
   (40
Settlements
 
 
(7
   (6  
 
(19
   (27
Transfers into level 3
 
 
17
 
   143   
 
47
 
   127 
Transfers out of level 3
 
 
(24
   (20   
 
(5
   (7
Ending balance
 
 
$ 107
 
   $ 211    
 
$ 107
 
   $ 211 
In the table above, other includes U.S. and
non-U.S.
government and agency obligations, other debt obligations and equity securities.
Level 3 Rollforward Commentary
Three Months Ended September 2020.
The net realized and unrealized gains on level 3 trading cash instrument assets of $49 million (reflecting $15 million of net realized gains and $34 million of net unrealized gains) for the three months ended September 2020 included gains of $25 million reported in market making and $24 million reported in interest income.
The drivers of the net unrealized gains on level 3 trading cash instrument assets for the three months ended September 2020 were not material.
Transfers into level 3 trading cash instrument assets during the three months ended September 2020 primarily reflected transfers of certain corporate debt instruments from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments.
Transfers out of level 3 trading cash instrument assets during the three months ended September 2020 primarily reflected transfers of certain corporate debt instruments to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments.
Nine Months Ended September 2020.
The net realized and unrealized losses on level 3 trading cash instrument assets of $87 million (reflecting $59 million of net realized gains and $146 million of net unrealized losses) for the nine months ended September 2020 included gains/(losses) of $(171) million reported in market making and $84 million reported in interest income.
The net unrealized losses on level 3 trading cash instrument assets for the nine months ended September 2020 primarily reflected losses on certain corporate debt instruments, principally driven by corporate performance.
Transfers into level 3 trading cash instrument assets during the nine months ended September 2020 primarily reflected transfers of certain corporate debt instruments from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments.
Transfers out of level 3 trading cash instrument assets during the nine months ended September 2020 primarily reflected transfers of certain corporate debt instruments, and loans and securities backed by residential real estate to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments.
Three Months Ended September 2019.
The net realized and unrealized losses on level 3 trading cash instrument assets of $119 million (reflecting $3 million of net realized gains and $122 million of net unrealized losses) for the three months ended September 2019 included gains/(losses) of $(157) million reported in market making and $38 million reported in interest income.
The drivers of the net unrealized losses on level 3 trading cash instrument assets for the three months ended September 2019 were not material.
19Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Transfers into level 3 trading cash instrument assets during the three months ended September 2019 primarily reflected transfers of certain corporate debt instruments and other debt obligations included in other trading cash instrument assets from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments.
Transfers out of level 3 trading cash instrument assets during the three months ended September 2019 primarily reflected transfers of certain corporate debt instruments to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments.
Nine Months Ended September 2019.
The net realized and unrealized losses on level 3 trading cash instrument assets of $25 million (reflecting $50 million of net realized gains and $75 million of net unrealized losses) for the nine months ended September 2019 included gains/(losses) of $(140) million reported in market making and $115 million reported in interest income.
The drivers of the net unrealized losses on level 3 trading cash instrument assets for the nine months ended September 2019 were not material.
Transfers into level 3 trading cash instrument assets during the nine months ended September 2019 primarily reflected transfers of certain equity securities included in other trading cash instrument assets and corporate debt instruments from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments.
Transfers out of level 3 trading cash instrument assets during the nine months ended September 2019 primarily reflected transfers of certain corporate debt instruments to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments.
Note 7.
Derivatives and Hedging Activities
Note 7
Investments
Note 8
Derivative
Loans
Note 9
Fair Value Option
Note 10
Collateralized Agreements and Financings
Note 11
Other Assets
Note 12
Deposits
Note 13
Unsecured Borrowings
Note 14
Other Liabilities
Note 15
Securitization Activities
Note 16
Variable Interest Entities
Note 17
Derivatives are instruments that derive their value from underlying asset prices, indices, reference rates
Commitments, Contingencies and other inputs, or a combination of these factors. Derivatives may be traded on an exchange (exchange-traded) or they may be privately negotiated contracts, which are usually referred to as OTC derivatives. Certain of the firm’s OTC derivatives are clearedGuarantees
Note 18
Shareholders’ Equity
Note 19
Regulation and settled through central clearing counterparties
(OTC-cleared),
while others are bilateral contracts between two counterparties (bilateral OTC).Capital Adequacy
Note 20
Earnings Per Common Share
Note 21
Market Making.Transactions with Affiliated Funds
Note 22
As a market maker, the firm enters into derivative transactions to provide liquidity to clients
Interest Income and to facilitate the transfer and hedging of their risks. In this role, the firm typically acts as principal and is required to commit capital to provide execution, and maintains market-making positions in response to, or in anticipation of, client demand.Interest Expense
Note 23
Income Taxes
Note 24
Risk Management.Business Segments
The firm also enters into derivatives to actively manage risk exposures that arise from its market-making and investing and financing activities. The firm’s holdings and exposures are hedged, in many cases, on either a portfolio or risk-specific basis, as opposed to anNote 25
instrument-by-instrumentCredit Concentrations
basis. The offsetting impact of this economic hedging is reflected in the same business segment as the related revenues. In addition, the firm may enter into derivatives designated as hedges under U.S. GAAP. These derivatives are used to manage interest rate exposure of certain fixed-rate unsecured borrowings and deposits, as well as to manage foreign exchange risk of certain available-for-sale securities and the net investment in certainNote 26
non-U.S.
operations.
Legal Proceedings
The firm enters into various types of derivatives, including:Note 27
Consolidation
Futures and Forwards.
Contracts that commit counterparties to purchase or sell financial instruments, commodities or currencies in the future.
Swaps.
Contracts that require counterparties to exchange cash flows, such as currency or interest payment streams. The amounts exchanged are based on the specific terms of the contract with reference to specified rates, financial instruments, commodities, currencies or indices.
Options.
Contracts in which the option purchaser has the right, but not the obligation, to purchase from or sell to the option writer financial instruments, commodities or currencies within a defined time period for a specified price.
Derivatives are reported on a
net-by-counterparty
basis (i.e., the net payable or receivable for derivative assets and liabilities for a given counterparty) when a legal right of setoff exists under an enforceable netting agreement (counterparty netting). Derivatives are accounted for at fair value, net of cash collateral received or posted under enforceable credit support agreements (cash collateral netting). Derivative assets are included in trading assets and derivative liabilities are included in trading liabilities. Realized and unrealized gains and losses on derivatives not designated as hedges are included in market making (for derivatives included in the Global Markets segment), and other principal transactions (for derivatives included in the remaining business segments) in the consolidated statements of earnings. For both the three and nine months ended September 2020 and September 2019, substantially all of the firm’s derivatives were included in the Global Markets segment.
Goldman Sachs September 2020 Form 10-Q20

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The tables below present the gross fair value and the notional amounts of derivative contracts by major product type, the amounts of counterparty and cash collateral netting in the consolidated balance sheets, as well as cash and securities collateral posted and received under enforceable credit support agreements that do not meet the criteria for netting under U.S. GAAP.
  
As of September 2020
       As of December 2019 
$ in millions
 
 
Derivative
Assets
 
 
 
 
Derivative
Liabilities
 
 
    Derivative
Assets
 
 
  Derivative
Liabilities
 
 
Not accounted for as hedges
 
    
Exchange-traded
 
 
$
 
        664
 
 
 
$
 
        883
 
   $        476   $        856 
OTC-cleared
 
 
17,102
 
 
 
15,395
 
   9,958   8,618 
Bilateral OTC
 
 
346,474
 
 
 
312,065
 
    266,387   242,046 
Total interest rates
 
 
364,240
 
 
 
328,343
 
    276,821   251,520 
OTC-cleared
 
 
2,633
 
 
 
2,792
 
   6,551   6,929 
Bilateral OTC
 
 
14,446
 
 
 
13,080
 
    14,178   13,860 
Total credit
 
 
17,079
 
 
 
15,872
 
    20,729   20,789 
Exchange-traded
 
 
71
 
 
 
10
 
   35   10 
OTC-cleared
 
 
329
 
 
 
457
 
   411   391 
Bilateral OTC
 
 
86,034
 
 
 
84,153
 
    79,887   81,613 
Total currencies
 
 
86,434
 
 
 
84,620
 
    80,333   82,014 
Exchange-traded
 
 
3,814
 
 
 
3,368
 
   2,390   2,272 
OTC-cleared
 
 
243
 
 
 
227
 
   180   243 
Bilateral OTC
 
 
10,498
 
 
 
14,002
 
    8,568   13,034 
Total commodities
 
 
14,555
 
 
 
17,597
 
    11,138   15,549 
Exchange-traded
 
 
28,592
 
 
 
32,863
 
   13,499   16,976 
Bilateral OTC
 
 
42,649
 
 
 
46,668
 
    36,162   39,531 
Total equities
 
 
71,241
 
 
 
79,531
 
    49,661   56,507 
Subtotal
 
 
553,549
 
 
 
525,963
 
    438,682   426,379 
Accounted for as hedges
 
    
OTC-cleared
 
 
3
 
 
 
 
       
Bilateral OTC
 
 
1,421
 
 
 
 
    3,182   1 
Total interest rates
 
 
1,424
 
 
 
 
    3,182   1 
OTC-cleared
 
 
10
 
 
 
19
 
   16   57 
Bilateral OTC
 
 
18
 
 
 
96
 
    16   153 
Total currencies
 
 
28
 
 
 
115
 
    32   210 
Subtotal
 
 
1,452
 
 
 
115
 
    3,214   211 
Total gross fair value
 
 
$ 555,001
 
 
 
$ 526,078
 
    $ 441,896   $ 426,590 
 
Offset in the consolidated balance sheets
  
Exchange-traded
 
 
$  (29,075
 
 
$  (29,075
   $  (14,159  $  (14,159
OTC-cleared
 
 
(18,420
 
 
(18,420
   (15,565  (15,565
Bilateral OTC
 
 
(369,760
 
 
(369,760
    (310,920  (310,920
Counterparty netting
 
 
(417,255
 
 
(417,255
    (340,644  (340,644
OTC-cleared
 
 
(1,573
 
 
(336
   (1,302  (526
Bilateral OTC
 
 
(71,653
 
 
(51,789
    (54,698  (41,618
Cash collateral netting
 
 
(73,226
 
 
(52,125
    (56,000  (42,144
Total amounts offset
 
 
$(490,481
 
 
$(469,380
    $(396,644  $(382,788
 
Included in the consolidated balance sheets
  
Exchange-traded
 
 
$
 
 
 
 
 
4,066
 
 
 
$
 
 
 
 
 
8,049
 
   $     2,241   $     5,955 
OTC-cleared
 
 
327
 
 
 
134
 
   249   147 
Bilateral OTC
 
 
60,127
 
 
 
48,515
 
    42,762   37,700 
Total
 
 
$   64,520
 
 
 
$   56,698
 
    $   45,252   $   43,802 
 
Not offset in the consolidated balance sheets
  
Cash collateral
 
 
$    (1,140
 
 
$    (1,700
   $       (604  $    (1,603
Securities collateral
 
 
(17,096
 
 
(11,515
    (14,196  (9,252
Total
 
 
$   46,284
 
 
 
$  
  
43,483
 
    $   30,452   $   32,947 
  Notional Amounts as of 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
Not accounted for as hedges
   
Exchange-traded
 
 
$  3,897,833
 
   $  4,757,300 
OTC-cleared
 
 
16,266,950
 
   13,440,376 
Bilateral OTC
 
 
13,299,418
 
   11,668,171 
Total interest rates
 
 
33,464,201
 
   29,865,847 
OTC-cleared
 
 
547,677
 
   396,342 
Bilateral OTC
 
 
618,220
 
   707,935 
Total credit
 
 
1,165,897
 
   1,104,277 
Exchange-traded
 
 
2,647
 
   4,566 
OTC-cleared
 
 
177,785
 
   134,060 
Bilateral OTC
 
 
6,250,229
 
   5,926,602 
Total currencies
 
 
6,430,661
 
   6,065,228 
Exchange-traded
 
 
223,284
 
   230,018 
OTC-cleared
 
 
2,354
 
   2,639 
Bilateral OTC
 
 
208,868
 
   243,228 
Total commodities
 
 
434,506
 
   475,885 
Exchange-traded
 
 
1,102,199
 
   910,099 
Bilateral OTC
 
 
1,238,886
 
   1,182,335 
Total equities
 
 
2,341,085
 
   2,092,434 
Subtotal
 
 
43,836,350
 
   39,603,671 
Accounted for as hedges
   
OTC-cleared
 
 
181,135
 
   123,531 
Bilateral OTC
 
 
6,559
 
   9,714 
Total interest rates
 
 
187,694
 
   133,245 
OTC-cleared
 
 
3,274
 
   4,152 
Bilateral OTC
 
 
9,274
 
   9,247 
Total currencies
 
 
12,548
 
   13,399 
Subtotal
 
 
200,242
 
   146,644 
Total notional amounts
 
 
$44,036,592
 
   $39,750,315 
In the tables above:
Gross fair values exclude the effects of both counterparty netting and collateral, and therefore are not representative of the firm’s exposure.
Where the firm has received or posted collateral under credit support agreements, but has not yet determined such agreements are enforceable, the related collateral has not been netted.
Notional amounts, which represent the sum of gross long and short derivative contracts, provide an indication of the volume of the firm’s derivative activity and do not represent anticipated losses.
Total gross fair value of derivatives included derivative assets of $19.33 billion as of September 2020 and $9.15 billion as of December 2019, and derivative liabilities of $20.99 billion as of September 2020 and $14.88 billion as of December 2019, which are not subject to an enforceable netting agreement or are subject to a netting agreement that the firm has not yet determined to be enforceable.
During the first quarter of 2020, consistent with the rules of a clearing organization, the firm elected to consider its transactions with that clearing organization as settled each day. The impact of this change would have been a reduction in gross credit derivative assets of $3.97 billion and liabilities of $4.15 billion as of December 2019, and a corresponding decrease in counterparty and cash collateral netting, with no impact to the consolidated balance sheets.
The firm consolidates entities in which the firm has a controlling financial interest. The firm determines whether it has a controlling financial interest in an entity by first evaluating whether the entity is a voting interest entity or a variable interest entity (VIE).
Voting Interest Entities.
Voting interest entities are entities in which (i) the total equity investment at risk is sufficient to enable the entity to finance its activities independently and (ii) the equity holders have the power to direct the activities of the entity that most significantly impact its economic performance, the obligation to absorb the losses of the entity and the right to receive the residual returns of the entity. The usual condition for a controlling financial interest in a voting interest entity is ownership of a majority voting interest. If the firm has a controlling majority voting interest in a voting interest entity, the entity is consolidated.
Variable Interest Entities.
A VIE is an entity that lacks one or more of the characteristics of a voting interest entity. The firm has a controlling financial interest in a VIE when the firm has a variable interest or interests that provide it with (i) the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance and (ii) the obligation to absorb losses of the VIE or the right to receive benefits from the VIE that could potentially be significant to the VIE. See Note 17 for further information about VIEs.
Equity-Method Investments.
When the firm does not have a controlling financial interest in an entity but can exert significant influence over the entity’s operating and financial policies, the investment is generally accounted for at fair value by electing the fair value option available under U.S. GAAP. Significant influence generally exists when the firm owns 20% to 50% of the entity’s common stock or
in-substance
common stock.
In certain cases, the firm applies the equity method of accounting to new investments that are strategic in nature or closely related to the firm’s principal business activities, when the firm has a significant degree of involvement in the cash flows or operations of the investee or when cost-benefit considerations are less significant. See Note 8 for further information about equity-method investments.
 
21Goldman Sachs September 2020
Goldman Sachs March 2021 Form 10-Q6

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Investment Funds.
The firm has formed investment funds with third-party investors. These funds are typically organized as limited partnerships or limited liability companies for which the firm acts as general partner or manager. Generally, the firm does not hold a majority of the economic interests in these funds. These funds are usually voting interest entities and generally are not consolidated because third-party investors typically have rights to terminate the funds or to remove the firm as general partner or manager. Investments in these funds are generally measured at net asset value (NAV) and are included in investments. See Notes 8, 18 and 22 for further information about investments in funds.
Use of Estimates
Preparation of these consolidated financial statements requires management to make certain estimates and assumptions, the most important of which relate to fair value measurements, the allowance for credit losses on loans and lending commitments accounted for at amortized cost, discretionary compensation accruals, accounting for goodwill and identifiable intangible assets, provisions for losses that may arise from litigation and regulatory proceedings (including governmental investigations), and provisions for losses that may arise from tax audits. These estimates and assumptions are based on the best available information but actual results could be materially different.
Revenue Recognition
Financial Assets and Liabilities at Fair Value.
Trading assets and liabilities and certain investments are recorded at fair value either under the fair value option or in accordance with other U.S. GAAP. In addition, the firm has elected to account for certain of its loans and other financial assets and liabilities at fair value by electing the fair value option. The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Financial assets are marked to bid prices and financial liabilities are marked to offer prices. Fair value measurements do not include transaction costs. Fair value gains or losses are generally included in market making or other principal transactions. See Note 4 for further information about fair value measurements.
Revenue from Contracts with Clients.
The firm recognizes revenue earned from contracts with clients for services, such as investment banking, investment management, and execution and clearing (contracts with clients), when the performance obligations related to the underlying transaction are completed.
Revenues from contracts with clients represent approximately 35% of total
non-interest
revenues (including approximately 90% of investment banking revenues, approximately 95% of investment management revenues and all commissions and fees) for the three months ended March 2021, and approximately 55% of total
non-interest
revenues (including approximately 85% of investment banking revenues, approximately 95% of investment management revenues and all commissions and fees) for the three months ended March 2020. See Note 25 for information about net revenues by business segment.
Investment Banking
Advisory.
Fees from financial advisory assignments are recognized in revenues when the services related to the underlying transaction are completed under the terms of the assignment.
Non-refundable
deposits and milestone payments in connection with financial advisory assignments are recognized in revenues upon completion of the underlying transaction or when the assignment is otherwise concluded.
Expenses associated with financial advisory assignments are recognized when incurred and are included in transaction based expenses. Client reimbursements for such expenses are included in investment banking revenues.
Underwriting.
Fees from underwriting assignments are recognized in revenues upon completion of the underlying transaction based on the terms of the assignment.
Expenses associated with underwriting assignments are generally deferred until the related revenue is recognized or the assignment is otherwise concluded. Such expenses are included in transaction based expenses for completed assignments.
7Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Investment Management
The firm earns management fees and incentive fees for investment management services, which are included in investment management revenues. The firm makes payments to brokers and advisors related to the placement of the firm’s investment funds (distribution fees), which are included in transaction based expenses.
Management Fees.
Management fees for mutual funds are calculated as a percentage of daily net asset value and are received monthly. Management fees for hedge funds and separately managed accounts are calculated as a percentage of
month-end
net asset value and are generally received quarterly. Management fees for private equity funds are calculated as a percentage of monthly invested capital or committed capital and are received quarterly, semi-annually or annually, depending on the fund. Management fees are recognized over time in the period the services are provided.
Distribution fees paid by the firm are calculated based on either a percentage of the management fee, the investment fund’s net asset value or the committed capital. Such fees are included in transaction based expenses.
Incentive Fees.
Incentive fees are calculated as a percentage of a fund’s or separately managed account’s return, or excess return above a specified benchmark or other performance target. Incentive fees are generally based on investment performance over a twelve-month period or over the life of a fund. Fees that are based on performance over a twelve-month period are subject to adjustment prior to the end of the measurement period. For fees that are based on investment performance over the life of the fund, future investment underperformance may require fees previously distributed to the firm to be returned to the fund.
Incentive fees earned from a fund or separately managed account are recognized when it is probable that a significant reversal of such fees will not occur, which is generally when such fees are no longer subject to fluctuations in the market value of investments held by the fund or separately managed account. Therefore, incentive fees recognized during the period may relate to performance obligations satisfied in previous periods.
Commissions and Fees
The firm earns commissions and fees from executing and clearing client transactions on stock, options and futures markets, as well as
over-the-counter
(OTC) transactions. Commissions and fees are recognized on the day the trade is executed. The firm also provides third-party research services to clients in connection with certain soft-dollar arrangements. Third-party research costs incurred by the firm in connection with such arrangements are presented net within commissions and fees.
Remaining Performance Obligations
Remaining performance obligations are services that the firm has committed to perform in the future in connection with its contracts with clients. The firm’s remaining performance obligations are generally related to its financial advisory assignments and certain investment management activities. Revenues associated with remaining performance obligations relating to financial advisory assignments cannot be determined until the outcome of the transaction. For the firm’s investment management activities, where fees are calculated based on the net asset value of the fund or separately managed account, future revenues associated with such remaining performance obligations cannot be determined as such fees are subject to fluctuations in the market value of investments held by the fund or separately managed account.
The firm is able to determine the future revenues associated with management fees calculated based on committed capital. As of March 2021, substantially all future net revenues associated with such remaining performance obligations will be recognized through 2028. Annual revenues associated with such performance obligations average less than $250 million through 2028.
Transfers of Financial Assets
Transfers of financial assets are accounted for as sales when the firm has relinquished control over the assets transferred. For transfers of financial assets accounted for as sales, any gains or losses are recognized in net revenues. Assets or liabilities that arise from the firm’s continuing involvement with transferred financial assets are initially recognized at fair value. For transfers of financial assets that are not accounted for as sales, the assets are generally included in trading assets and the transfer is accounted for as a collateralized financing, with the related interest expense recognized over the life of the transaction. See Note 11 for further information about transfers of financial assets accounted for as collateralized financings and Note 16 for further information about transfers of financial assets accounted for as sales.
Goldman Sachs March 2021 Form 10-Q8

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Cash and Cash Equivalents
The firm defines cash equivalents as highly liquid overnight deposits held in the ordinary course of business. Cash and cash equivalents included cash and due from banks of $11.27 billion as of March 2021 and $11.95 billion as of December 2020. Cash and cash equivalents also included interest-bearing deposits with banks of $179.89 billion as of March 2021 and $143.89 billion as of December 2020.
The firm segregates cash for regulatory and other purposes related to client activity. Cash and cash equivalents segregated for regulatory and other purposes were $25.56 billion as of March 2021 and $24.52 billion as of December 2020. In addition, the firm segregates securities for regulatory and other purposes related to client activity. See Note 11 for further information about segregated securities.
Customer and Other Receivables
Customer and other receivables included receivables from customers and counterparties of $102.46 billion as of March 2021 and $82.39 billion as of December 2020, and receivables from brokers, dealers and clearing organizations of $62.20 billion as of March 2021 and $38.94 billion as of December 2020. Such receivables primarily consist of customer margin loans, receivables resulting from unsettled transactions and collateral posted in connection with certain derivative transactions.
Substantially all of these receivables are accounted for at amortized cost net of any allowance for credit losses, which generally approximates fair value. As these receivables are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these receivables been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both March 2021 and December 2020. See Note 10 for further information about customer and other receivables accounted for at fair value under the fair value option. Interest on customer and other receivables is recognized over the life of the transaction and included in interest income.
Customer and other receivables includes receivables from contracts with clients and contract assets. Contract assets represent the firm’s right to receive consideration for services provided in connection with its contracts with clients for which collection is conditional and not merely subject to the passage of time. The firm’s receivables from contracts with clients were $2.87 billion as of March 2021 and $2.60 billion as of December 2020. As of both March 2021 and December 2020 contract assets were not material.
Customer and Other Payables
Customer and other payables included payables to customers and counterparties of $201.05 billion as of March 2021 and $183.57 billion as of December 2020, and payables to brokers, dealers and clearing organizations of $23.22 billion as of March 2021 and $7.09 billion as of December 2020. Such payables primarily consist of customer credit balances related to the firm’s prime brokerage activities. Customer and other payables are accounted for at cost plus accrued interest, which generally approximates fair value. As these payables are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these payables been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both March 2021 and December 2020. Interest on customer and other payables is recognized over the life of the transaction and included in interest expense.
Offsetting Assets and Liabilities
To reduce credit exposures on derivatives and securities financing transactions, the firm may enter into master netting agreements or similar arrangements (collectively, netting agreements) with counterparties that permit it to offset receivables and payables with such counterparties. A netting agreement is a contract with a counterparty that permits net settlement of multiple transactions with that counterparty, including upon the exercise of termination rights by a
non-defaulting
party. Upon exercise of such termination rights, all transactions governed by the netting agreement are terminated and a net settlement amount is calculated. In addition, the firm receives and posts cash and securities collateral with respect to its derivatives and securities financing transactions, subject to the terms of the related credit support agreements or similar arrangements (collectively, credit support agreements). An enforceable credit support agreement grants the
non-defaulting
party exercising termination rights the right to liquidate the collateral and apply the proceeds to any amounts owed. In order to assess enforceability of the firm’s right of setoff under netting and credit support agreements, the firm evaluates various factors, including applicable bankruptcy laws, local statutes and regulatory provisions in the jurisdiction of the parties to the agreement.
9Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Derivatives are reported on a
net-by-counterparty
basis (i.e., the net payable or receivable for derivative assets and liabilities for a given counterparty) in the consolidated balance sheets when a legal right of setoff exists under an enforceable netting agreement. Resale agreements and securities sold under agreements to repurchase (repurchase agreements) and securities borrowed and loaned transactions with the same term and currency are presented on a
net-by-counterparty
basis in the consolidated balance sheets when such transactions meet certain settlement criteria and are subject to netting agreements.
In the consolidated balance sheets, derivatives are reported net of cash collateral received and posted under enforceable credit support agreements, when transacted under an enforceable netting agreement. In the consolidated balance sheets, resale and repurchase agreements, and securities borrowed and loaned, are not reported net of the related cash and securities received or posted as collateral. See Note 11 for further information about collateral received and pledged, including rights to deliver or repledge collateral. See Notes 7 and 11 for further information about offsetting assets and liabilities.
Share-Based Compensation
The cost of employee services received in exchange for a share-based award is generally measured based on the grant-date fair value of the award. Share-based awards that do not require future service (i.e., vested awards, including awards granted to retirement-eligible employees) are expensed immediately. Share-based awards that require future service are amortized over the relevant service period. Forfeitures are recorded when they occur.
Cash dividend equivalents paid on restricted stock units (RSUs) are generally charged to retained earnings. If RSUs that require future service are forfeited, the related dividend equivalents originally charged to retained earnings are reclassified to compensation expense in the period in which forfeiture occurs.
The firm generally issues new shares of common stock upon delivery of share-based awards. In certain cases, primarily related to conflicted employment (as outlined in the applicable award agreements), the firm may cash settle share-based compensation awards accounted for as equity instruments. For these awards, whose terms allow for cash settlement, additional
paid-in
capital is adjusted to the extent of the difference between the value of the award at the time of cash settlement and the grant-date value of the award. The tax effect related to the settlement of share-based awards is recorded in income tax benefit or expense.
Foreign Currency Translation
Assets and liabilities denominated in
non-U.S.
currencies are translated at rates of exchange prevailing on the date of the consolidated balance sheets and revenues and expenses are translated at average rates of exchange for the period. Foreign currency remeasurement gains or losses on transactions in nonfunctional currencies are recognized in earnings. Gains or losses on translation of the financial statements of a
non-U.S.
operation, when the functional currency is other than the U.S. dollar, are included, net of hedges and taxes, in the consolidated statements of comprehensive income.
Recent Accounting Developments
Measurement of Credit Losses on Financial Instruments (ASC 326).
In June 2016, the FASB issued ASU
No. 2016-13,
“Financial Instruments — Credit Losses (Topic 326) — Measurement of Credit Losses on Financial Instruments.” This ASU amends several aspects of the measurement of credit losses on certain financial instruments, including replacing the existing incurred credit loss model and other models with the Current Expected Credit Losses (CECL) model and amending certain aspects of accounting for purchased financial assets with deterioration in credit quality since origination.
The firm adopted this ASU in January 2020 under a modified retrospective approach. As a result of adopting this ASU, the firm’s allowance for credit losses on financial assets and commitments that are measured at amortized cost reflects management’s estimate of credit losses over the remaining expected life of such assets. Expected credit losses for newly recognized financial assets and commitments, as well as changes to expected credit losses during the period, are recognized in earnings. These expected credit losses are measured based on historical experience, current conditions and forecasts that affect the collectability of the reported amount.
The cumulative effect of measuring the allowance under CECL as a result of adopting this ASU as of January 1, 2020 was an increase in the allowance for credit losses of $848 million. The increase in the allowance is driven by the fact that the allowance under CECL covers expected credit losses over the full expected life of the loan portfolios and also takes into account forecasts of expected future economic conditions. In addition, in accordance with the ASU, the firm elected the fair value option for loans that were previously accounted for as Purchased Credit Impaired (PCI), which resulted in a decrease to the allowance for PCI loans of $169 million. The cumulative effect of adopting this ASU was a decrease to retained earnings of $638 million (net of tax).
Goldman Sachs March 2021 Form 10-Q10

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Facilitation of the Effects of Reference Rate Reform on Financial Reporting (ASC 848).
In March 2020, the FASB issued ASU
No. 2020-04,
“Reference Rate Reform — Facilitation of the Effects of Reference Rate Reform on Financial Reporting.” This ASU provides optional relief from applying generally accepted accounting principles to contracts, hedging relationships and other transactions affected by reference rate reform. In addition, in January 2021 the FASB issued ASU
No. 2021-01
“Reference Rate Reform — Scope,” which clarified the scope of ASC 848 relating to contract modifications. The firm adopted these ASUs upon issuance and elected to apply the relief available to certain modified derivatives. The adoption of these ASUs did not have a material impact on the firm’s consolidated financial statements.
Note 4.
Fair Value Measurements
The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Financial assets are marked to bid prices and financial liabilities are marked to offer prices. Fair value measurements do not include transaction costs. The firm measures certain financial assets and liabilities as a portfolio (i.e., based on its net exposure to market and/or credit risks).
The best evidence of fair value is a quoted price in an active market. If quoted prices in active markets are not available, fair value is determined by reference to prices for similar instruments, quoted prices or recent transactions in less active markets, or internally developed models that primarily use market-based or independently sourced inputs, including, but not limited to, interest rates, volatilities, equity or debt prices, foreign exchange rates, commodity prices, credit spreads and funding spreads (i.e., the spread or difference between the interest rate at which a borrower could finance a given financial instrument relative to a benchmark interest rate).
U.S. GAAP has a three-level hierarchy for disclosure of fair value measurements. This hierarchy prioritizes inputs to the valuation techniques used to measure fair value, giving the highest priority to level 1 inputs and the lowest priority to level 3 inputs. A financial instrument’s level in this hierarchy is based on the lowest level of input that is significant to its fair value measurement. In evaluating the significance of a valuation input, the firm considers, among other factors, a portfolio’s net risk exposure to that input. The fair value hierarchy is as follows:
Level 1.
Inputs are unadjusted quoted prices in active markets to which the firm had access at the measurement date for identical, unrestricted assets or liabilities.
Level 2.
Inputs to valuation techniques are observable, either directly or indirectly.
Level 3.
One or more inputs to valuation techniques are significant and unobservable.
The fair values for substantially all of the firm’s financial assets and liabilities are based on observable prices and inputs and are classified in levels 1 and 2 of the fair value hierarchy. Certain level 2 and level 3 financial assets and liabilities may require valuation adjustments that a market participant would require to arrive at fair value for factors, such as counterparty and the firm’s credit quality, funding risk, transfer restrictions, liquidity and bid/offer spreads. Valuation adjustments are generally based on market evidence.
11Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The valuation techniques and nature of significant inputs used to determine the fair value of the firm’s financial instruments are described below. See Notes 5 through 10 for further information about significant unobservable inputs used to value level 3 financial instruments.
Valuation Techniques and Significant Inputs for Trading Cash Instruments, Investments and Loans
Level 1.
Level 1 instruments include U.S. government obligations, most
non-U.S.
government obligations, certain agency obligations, certain corporate debt instruments, certain money market instruments and actively traded listed equities. These instruments are valued using quoted prices for identical unrestricted instruments in active markets. The firm defines active markets for equity instruments based on the average daily trading volume both in absolute terms and relative to the market capitalization for the instrument. The firm defines active markets for debt instruments based on both the average daily trading volume and the number of days with trading activity.
Level 2.
Level 2 instruments include certain
non-U.S.
government obligations, most agency obligations, most mortgage-backed loans and securities, most corporate debt instruments, most state and municipal obligations, most money market instruments, most other debt obligations, restricted or less liquid listed equities, certain private equities, commodities and certain lending commitments.
Valuations of level 2 instruments can be verified to quoted prices, recent trading activity for identical or similar instruments, broker or dealer quotations or alternative pricing sources with reasonable levels of price transparency. Consideration is given to the nature of the quotations (e.g., indicative or firm) and the relationship of recent market activity to the prices provided from alternative pricing sources.
Valuation adjustments are typically made to level 2 instruments (i) if the instrument is subject to transfer restrictions and/or (ii) for other premiums and liquidity discounts that a market participant would require to arrive at fair value. Valuation adjustments are generally based on market evidence.
Level 3.
Level 3 instruments have one or more significant valuation inputs that are not observable. Absent evidence to the contrary, level 3 instruments are initially valued at transaction price, which is considered to be the best initial estimate of fair value. Subsequently, the firm uses other methodologies to determine fair value, which vary based on the type of instrument. Valuation inputs and assumptions are changed when corroborated by substantive observable evidence, including values realized on sales.
Valuation techniques of level 3 instruments vary by instrument, but are generally based on discounted cash flow techniques. The valuation techniques and the nature of significant inputs used to determine the fair values of each type of level 3 instrument are described below:
Loans and Securities Backed by Commercial Real Estate
Loans and securities backed by commercial real estate are directly or indirectly collateralized by a single property or a portfolio of properties, and may include tranches of varying levels of subordination. Significant inputs are generally determined based on relative value analyses and include:
Market yields implied by transactions of similar or related assets and/or current levels and changes in market indices, such as the CMBX (an index that tracks the performance of commercial mortgage bonds);
Transaction prices in both the underlying collateral and instruments with the same or similar underlying collateral;
A measure of expected future cash flows in a default scenario (recovery rates) implied by the value of the underlying collateral, which is mainly driven by current performance of the underlying collateral and capitalization rates. Recovery rates are expressed as a percentage of notional or face value of the instrument and reflect the benefit of credit enhancements on certain instruments; and
Timing of expected future cash flows (duration) which, in certain cases, may incorporate the impact of any loan forbearances and other unobservable inputs (e.g., prepayment speeds).
Loans and Securities Backed by Residential Real Estate
Loans and securities backed by residential real estate are directly or indirectly collateralized by portfolios of residential real estate and may include tranches of varying levels of subordination. Significant inputs are generally determined based on relative value analyses, which incorporate comparisons to instruments with similar collateral and risk profiles. Significant inputs include:
Market yields implied by transactions of similar or related assets;
Transaction prices in both the underlying collateral and instruments with the same or similar underlying collateral;
Cumulative loss expectations, driven by default rates, home price projections, residential property liquidation timelines, related costs and subsequent recoveries; and
Duration, driven by underlying loan prepayment speeds and residential property liquidation timelines.
Goldman Sachs March 2021 Form 10-Q12

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Corporate Debt Instruments
Corporate debt instruments includes corporate loans, debt securities and convertible debentures. Significant inputs for corporate debt instruments are generally determined based on relative value analyses, which incorporate comparisons both to prices of credit default swaps that reference the same or similar underlying instrument or entity and to other debt instruments for the same or similar issuer for which observable prices or broker quotations are available. Significant inputs include:
Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices, such as the CDX (an index that tracks the performance of corporate credit);
Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation;
Duration; and
Market and transaction multiples for corporate debt instruments with convertibility or participation options.
Equity Securities
Equity securities consists of private equities. Recent third-party completed or pending transactions (e.g., merger proposals, debt restructurings, tender offers) are considered the best evidence for any change in fair value. When these are not available, the following valuation methodologies are used, as appropriate:
Industry multiples (primarily EBITDA and revenue multiples) and public comparables;
Transactions in similar instruments;
Discounted cash flow techniques; and
Third-party appraisals.
The firm also considers changes in the outlook for the relevant industry and financial performance of the issuer as compared to projected performance. Significant inputs include:
Market and transaction multiples;
Discount rates and capitalization rates; and
For equity securities with debt-like features, market yields implied by transactions of similar or related assets, current performance and recovery assumptions, and duration.
Other Trading Cash Instruments, Investments and Loans
The significant inputs to the valuation of other instruments, such as
non-U.S.
government obligations and U.S. and
non-U.S.
agency obligations, state and municipal obligations, and other loans and debt obligations are generally determined based on relative value analyses, which incorporate comparisons both to prices of credit default swaps that reference the same or similar underlying instrument or entity and to other debt instruments for the same issuer for which observable prices or broker quotations are available. Significant inputs include:
Market yields implied by transactions of similar or related assets and/or current levels and trends of market indices;
Current performance and recovery assumptions and, where the firm uses credit default swaps to value the related instrument, the cost of borrowing the underlying reference obligation; and
Duration.
Valuation Techniques and Significant Inputs for Derivatives
The firm’s level 2 and level 3 derivatives are valued using derivative pricing models (e.g., discounted cash flow models, correlation models and models that incorporate option pricing methodologies, such as Monte Carlo simulations). Price transparency of derivatives can generally be characterized by product type, as described below.
Interest Rate.
In general, the key inputs used to value interest rate derivatives are transparent, even for most long-dated contracts. Interest rate swaps and options denominated in the currencies of leading industrialized nations are characterized by high trading volumes and tight bid/offer spreads. Interest rate derivatives that reference indices, such as an inflation index, or the shape of the yield curve (e.g.,
10-year
swap rate vs.
2-year
swap rate) are more complex, but the key inputs are generally observable.
Credit.
Price transparency for credit default swaps, including both single names and baskets of credits, varies by market and underlying reference entity or obligation. Credit default swaps that reference indices, large corporates and major sovereigns generally exhibit the most price transparency. For credit default swaps with other underliers, price transparency varies based on credit rating, the cost of borrowing the underlying reference obligations, and the availability of the underlying reference obligations for delivery upon the default of the issuer. Credit default swaps that reference loans, asset-backed securities and emerging market debt instruments tend to have less price transparency than those that reference corporate bonds. In addition, more complex credit derivatives, such as those sensitive to the correlation between two or more underlying reference obligations, generally have less price transparency.
13Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Currency.
Prices for currency derivatives based on the exchange rates of leading industrialized nations, including those with longer tenors, are generally transparent. The primary difference between the price transparency of developed and emerging market currency derivatives is that emerging markets tend to be only observable for contracts with shorter tenors.
Commodity.
Commodity derivatives include transactions referenced to energy (e.g., oil, natural gas and electricity), metals (e.g., precious and base) and soft commodities (e.g., agricultural). Price transparency varies based on the underlying commodity, delivery location, tenor and product quality (e.g., diesel fuel compared to unleaded gasoline). In general, price transparency for commodity derivatives is greater for contracts with shorter tenors and contracts that are more closely aligned with major and/or benchmark commodity indices.
Equity.
Price transparency for equity derivatives varies by market and underlier. Options on indices and the common stock of corporates included in major equity indices exhibit the most price transparency. Equity derivatives generally have observable market prices, except for contracts with long tenors or reference prices that differ significantly from current market prices. More complex equity derivatives, such as those sensitive to the correlation between two or more individual stocks, generally have less price transparency.
Liquidity is essential to observability of all product types. If transaction volumes decline, previously transparent prices and other inputs may become unobservable. Conversely, even highly structured products may at times have trading volumes large enough to provide observability of prices and other inputs.
Level 1.
Level 1 derivatives include short-term contracts for future delivery of securities when the underlying security is a level 1 instrument, and exchange-traded derivatives if they are actively traded and are valued at their quoted market price.
Level 2.
Level 2 derivatives include OTC derivatives for which all significant valuation inputs are corroborated by market evidence and exchange-traded derivatives that are not actively traded and/or that are valued using models that calibrate to market-clearing levels of OTC derivatives.
The selection of a particular model to value a derivative depends on the contractual terms of and specific risks inherent in the instrument, as well as the availability of pricing information in the market. For derivatives that trade in liquid markets, model selection does not involve significant management judgment because outputs of models can be calibrated to market-clearing levels.
Valuation models require a variety of inputs, such as contractual terms, market prices, yield curves, discount rates (including those derived from interest rates on collateral received and posted as specified in credit support agreements for collateralized derivatives), credit curves, measures of volatility, prepayment rates, loss severity rates and correlations of such inputs. Significant inputs to the valuations of level 2 derivatives can be verified to market transactions, broker or dealer quotations or other alternative pricing sources with reasonable levels of price transparency. Consideration is given to the nature of the quotations (e.g., indicative or firm) and the relationship of recent market activity to the prices provided from alternative pricing sources.
Level 3.
Level 3 derivatives are valued using models which utilize observable level 1 and/or level 2 inputs, as well as unobservable level 3 inputs. The significant unobservable inputs used to value the firm’s level 3 derivatives are described below.
For level 3 interest rate and currency derivatives, significant unobservable inputs include correlations of certain currencies and interest rates (e.g., the correlation between Euro inflation and Euro interest rates) and specific interest rate and currency volatilities.
For level 3 credit derivatives, significant unobservable inputs include illiquid credit spreads and upfront credit points, which are unique to specific reference obligations and reference entities, and recovery rates.
For level 3 commodity derivatives, significant unobservable inputs include volatilities for options with strike prices that differ significantly from current market prices and prices or spreads for certain products for which the product quality or physical location of the commodity is not aligned with benchmark indices.
For level 3 equity derivatives, significant unobservable inputs generally include equity volatility inputs for options that are long-dated and/or have strike prices that differ significantly from current market prices. In addition, the valuation of certain structured trades requires the use of level 3 correlation inputs, such as the correlation of the price performance of two or more individual stocks or the correlation of the price performance for a basket of stocks to another asset class, such as commodities.
Goldman Sachs March 2021 Form 10-Q14

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Subsequent to the initial valuation of a level 3 derivative, the firm updates the level 1 and level 2 inputs to reflect observable market changes and any resulting gains and losses are classified in level 3. Level 3 inputs are changed when corroborated by evidence, such as similar market transactions, third-party pricing services and/or broker or dealer quotations or other empirical market data. In circumstances where the firm cannot verify the model value by reference to market transactions, it is possible that a different valuation model could produce a materially different estimate of fair value. See Note 7 for further information about significant unobservable inputs used in the valuation of level 3 derivatives.
Valuation Adjustments.
Valuation adjustments are integral to determining the fair value of derivative portfolios and are used to adjust the
mid-market
valuations produced by derivative pricing models to the exit price valuation. These adjustments incorporate bid/offer spreads, the cost of liquidity, credit valuation adjustments and funding valuation adjustments, which account for the credit and funding risk inherent in the uncollateralized portion of derivative portfolios. The firm also makes funding valuation adjustments to collateralized derivatives where the terms of the agreement do not permit the firm to deliver or repledge collateral received. Market-based inputs are generally used when calibrating valuation adjustments to market-clearing levels.
In addition, for derivatives that include significant unobservable inputs, the firm makes model or exit price adjustments to account for the valuation uncertainty present in the transaction.
Valuation Techniques and Significant Inputs for Other Financial Instruments at Fair Value
In addition to trading cash instruments, derivatives, and certain investments and loans, the firm accounts for certain of its other financial assets and liabilities at fair value under the fair value option. Such instruments include repurchase agreements and substantially all resale agreements; securities borrowed and loaned in Fixed Income, Currency and Commodities (FICC) financing; certain customer and other receivables, including certain margin loans; certain time deposits, including structured certificates of deposit, which are hybrid financial instruments; substantially all other secured financings, including transfers of assets accounted for as financings; certain unsecured short- and long-term borrowings, substantially all of which are hybrid financial instruments; and other liabilities. These instruments are generally valued based on discounted cash flow techniques, which incorporate inputs with reasonable levels of price transparency, and are generally classified in level 2 because the inputs are observable. Valuation adjustments may be made for liquidity and for counterparty and the firm’s credit quality. The significant inputs used to value the firm’s other financial instruments are described below.
Resale and Repurchase Agreements and Securities Borrowed and Loaned.
The significant inputs to the valuation of resale and repurchase agreements and securities borrowed and loaned are funding spreads, the amount and timing of expected future cash flows and interest rates.
Customer and Other Receivables.
The significant inputs to the valuation of receivables are interest rates, the amount and timing of expected future cash flows and funding spreads.
Deposits.
The significant inputs to the valuation of time deposits are interest rates and the amount and timing of future cash flows. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives and Note 13 for further information about deposits.
Other Secured Financings.
The significant inputs to the valuation of other secured financings are the amount and timing of expected future cash flows, interest rates, funding spreads and the fair value of the collateral delivered by the firm (determined using the amount and timing of expected future cash flows, market prices, market yields and recovery assumptions). See Note 11 for further information about other secured financings.
Unsecured Short- and Long-Term Borrowings.
The significant inputs to the valuation of unsecured short- and long-term borrowings are the amount and timing of expected future cash flows, interest rates, the credit spreads of the firm and commodity prices for prepaid commodity transactions. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives and Note 14 for further information about borrowings.
Other Liabilities.
The significant inputs to the valuation of other liabilities are the amount and timing of expected future cash flows and equity volatility and correlation inputs. The inputs used to value the embedded derivative component of hybrid financial instruments are consistent with the inputs used to value the firm’s other derivative instruments described above. See Note 7 for further information about derivatives.
15Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Financial Assets and Liabilities at Fair Value
The table below presents financial assets and liabilities accounted for at fair value.
  As of 
   
$ in millions
 
 
March
2021
 
 
   December
2020
  
Total level 1 financial assets
 
 
$  
    
253,650
 
   $   263,999 
Total level 2 financial assets
 
 
428,190
 
   410,275 
Total level 3 financial assets
 
 
26,893
 
   26,305 
Investments in funds at NAV
 
 
3,758
 
   3,664 
Counterparty and cash collateral netting
 
 
(64,740
   (77,170
Total financial assets at fair value
 
 
$  
    
647,751
 
   $   627,073 
 
Total assets
 
 
$1,301,548
 
   $1,163,028 
 
Total level 3 financial assets divided by:
         
Total assets
 
 
2.1%
 
   2.3% 
Total financial assets at fair value
 
 
4.2%
 
   4.2% 
Total level 1 financial liabilities
 
 
$  
    
133,542
 
   $     85,120 
Total level 2 financial liabilities
 
 
350,494
 
   331,824 
Total level 3 financial liabilities
 
 
33,192
 
   32,930 
Counterparty and cash collateral netting
 
 
(53,163
   (60,297
Total financial liabilities at fair value
 
 
$  
    
464,065
 
   $   389,577 
 
Total liabilities
 
 
$1,203,884
 
   $1,067,096 
 
Total level 3 financial liabilities divided by:
         
Total liabilities
 
 
2.8%
 
   3.1% 
Total financial liabilities at fair value
 
 
7.2%
 
   8.5% 
In the table above:
Counterparty netting among positions classified in the same level is included in that level.
Counterparty and cash collateral netting represents the impact on derivatives of netting across levels.
The table below presents a summary of level 3 financial assets.
  As of 
   
$ in millions
 
 
March
2021
 
 
   December
2020
  
Trading assets:
         
Trading cash instruments
 
 
$
  
    1,373
 
   $      1,237 
Derivatives
 
 
5,940
 
   5,967 
Investments
 
 
17,049
 
   16,423 
Loans
 
 
2,531
 
   2,678 
Total
 
 
$
  
  26,893
 
   $    26,305 
Level 3 financial assets as of March 2021 increased compared with December 2020, primarily reflecting an increase in level 3 investments. See Notes 5 through 10 for further information about level 3 financial assets (including information about unrealized gains and losses related to level 3 financial assets and transfers in and out of level 3).
Note 5.
Trading Assets and Liabilities
Trading assets and liabilities include trading cash instruments and derivatives held in connection with the firm’s market-making or risk management activities. These assets and liabilities are accounted for at fair value either under the fair value option or in accordance with other U.S. GAAP, and the related fair value gains and losses are generally recognized in the consolidated statements of earnings.
The table below presents a summary of trading assets and liabilities.
$ in millions
  Trading
Assets
 
 
   Trading
Liabilities
 
 
As of March 2021
         
Trading cash instruments
 
 
$304,675
 
  
 
$150,585
 
Derivatives
 
 
69,543
 
  
 
50,222
 
Total
 
 
$374,218
 
  
 
$200,807
 
 
As of December 2020
         
Trading cash instruments
  $324,049    $  95,136 
Derivatives
  69,581    58,591 
Total
  $393,630    $153,727 
See Note 6 for further information about trading cash instruments and Note 7 for further information about derivatives.
Gains and Losses from Market Making
The table below presents market making revenues by major product type.
  
Three Months
Ended March
 
   
$ in millions
 
 
2021
 
   2020 
Interest rates
 
 
$
  
  (1,243
   $
    
      737
 
Credit
 
 
852
 
   1,842 
Currencies
 
 
2,850
 
   (735
Equities
 
 
2,778
 
   1,700 
Commodities
 
 
656
 
   138 
Total
 
 
$    5,893
 
   $    3,682 
In the table above:
Gains/(losses) include both realized and unrealized gains and losses. Gains/(losses) exclude related interest income and interest expense. See Note 23 for further information about interest income and interest expense.
Gains and losses included in market making are primarily related to the firm’s trading assets and liabilities, including both derivative and
non-derivative
financial instruments.
Gains/(losses) are not representative of the manner in which the firm manages its business activities because many of the firm’s market-making and client facilitation strategies utilize financial instruments across various product types. Accordingly, gains or losses in one product type frequently offset gains or losses in other product types. For example, most of the firm’s longer-term derivatives across product types are sensitive to changes in interest rates and may be economically hedged with interest rate swaps. Similarly, a significant portion of the firm’s trading cash instruments and derivatives across product types has exposure to foreign currencies and may be economically hedged with foreign currency contracts.
Goldman Sachs March 2021 Form 10-Q16

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Note 6.
Trading Cash Instruments
Trading cash instruments consists of instruments held in connection with the firm’s market-making or risk management activities. These instruments are accounted for at fair value and the related fair value gains and losses are recognized in the consolidated statements of earnings.
Fair Value of Trading Cash Instruments by Level
The table below presents trading cash instruments by level within the fair value hierarchy.
$ in millions
  Level 1   Level 2   Level 3   Total 
As of March 2021
                
Assets
                
Government and agency obligations:
             
U.S.
 
 
$   66,374
 
 
 
$  27,233
 
 
 
$       –
 
 
 
$   93,607
 
Non-U.S.
 
 
53,647
 
 
 
14,906
 
 
 
19
 
 
 
68,572
 
Loans and securities backed by:
                
Commercial real estate
 
 
 
 
 
736
 
 
 
115
 
 
 
851
 
Residential real estate
 
 
 
 
 
8,619
 
 
 
204
 
 
 
8,823
 
Corporate debt instruments
 
 
488
 
 
 
33,134
 
 
 
918
 
 
 
34,540
 
State and municipal obligations
 
 
 
 
 
216
 
 
 
 
 
 
216
 
Other debt obligations
 
 
202
 
 
 
1,830
 
 
 
45
 
 
 
2,077
 
Equity securities
 
 
86,325
 
 
 
2,784
 
 
 
72
 
 
 
89,181
 
Commodities
 
 
 
 
 
6,808
 
 
 
 
 
 
6,808
 
Total
 
 
$ 207,036
 
 
 
$  96,266
 
 
 
$1,373
 
 
 
$ 304,675
 
 
Liabilities
                
Government and agency obligations:
             
U.S.
 
 
$  (20,825
 
 
$      
 
 
(11
 
 
$       –
 
 
 
$  (20,836
Non-U.S.
 
 
(31,972
 
 
(2,632
 
 
 
 
 
(34,604
Loans and securities backed by:
                
Commercial real estate
 
 
 
 
 
(23
 
 
(4
 
 
(27
Residential real estate
 
 
 
 
 
(45
 
 
 
 
 
(45
Corporate debt instruments
 
 
(67
 
 
(13,782
 
 
(71
 
 
(13,920
Other debt obligations
 
 
 
 
 
 
 
 
(1
 
 
(1
Equity securities
 
 
(80,610
 
 
(503
 
 
(30
 
 
(81,143
Commodities
 
 
 
 
 
(9
 
 
 
 
 
(9
Total
 
 
$(133,474
 
 
$
 
(17,005
 
 
$
  
(106
 
 
$(150,585
 
As of December 2020
                
Assets
                
Government and agency obligations:
             
U.S.
  $
   
93,670
   $  44,863   $
    
      –
   $
  
138,533
 
Non-U.S.
  46,147   11,261   15   57,423 
Loans and securities backed by:
                
Commercial real estate
     597   203   800 
Residential real estate
     6,948   131   7,079 
Corporate debt instruments
  915   29,639   797   31,351 
State and municipal obligations
     200      200 
Other debt obligations
  338   1,055   19   1,412 
Equity securities
  75,300   2,505   72   77,877 
Commodities
     9,374      9,374 
Total
  $
 
216,370
   $106,442   $1,237   $
  
324,049
 
 
Liabilities
    
Government and agency obligations:
             
U.S.
  $
    
  (16,880
  $        (13  $
    
      –
   $
 
  (16,893
Non-U.S.
  (22,092  (1,792     (23,884
Loans and securities backed by:
                
Commercial real estate
     (17  (1  (18
Residential real estate
     (1     (1
Corporate debt instruments
  (2  (7,970  (50  (8,022
State and municipal obligations
     (5     (5
Other debt obligations
        (2  (2
Equity securities
  (45,734  (550  (27  (46,311
Total
  $
    
  (84,708
  $ (10,348  $    (80  $
 
  (95,136
In the table above:
Trading cash instrument assets are shown as positive amounts and trading cash instrument liabilities are shown as negative amounts.
Corporate debt instruments includes corporate loans, debt securities, convertible debentures, prepaid commodity transactions and transfers of assets accounted for as secured loans rather than purchases.
Equity securities includes public equities and exchange-traded funds.
Other debt obligations includes other asset-backed securities and money market instruments.
See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of trading cash instruments.
Significant Unobservable Inputs
The table below presents the amount of level 3 assets, and ranges and weighted averages of significant unobservable inputs used to value level 3 trading cash instruments.
  
As of March 2021
  
    
 As of December 2020 
      
$ in millions
 
 
Amount or
Range
 
 
 
 
Weighted
Average
 
 
    Amount or
Range
    Weighted
Average
 
 
Loans and securities backed by commercial real estate
 
Level 3 assets
 
 
$115
 
        $203     
Yield
 
 
2.1% to 23.5%
 
 
 
13.5%
 
    1.7% to 22.0%   9.0% 
Recovery rate
 
 
13.0% to 96.5%
 
 
 
62.2%
 
    5.1% to 94.9%   57.7% 
Duration (years)
 
 
0.9 to 4.9
 
 
 
2.6
 
    1.1 to 9.1   5.0 
Loans and securities backed by residential real estate
 
Level 3 assets
 
 
$204
 
        $131     
Yield
 
 
1.0% to 34.8%
 
 
 
6.9%
 
    0.6% to 15.7%   6.3% 
Cumulative loss rate
 
 
6.5% to 31.0%
 
 
 
16.4%
 
    3.4% to 45.6%   20.8% 
Duration (years)
 
 
0.4 to 23.5
 
 
 
5.1
 
    0.9 to 16.1   6.5 
Corporate debt instruments
               
Level 3 assets
 
 
$918
 
        $797     
Yield
 
 
0.2% to 32.3%
 
 
 
7.6%
 
    0.6% to 30.6%   9.5% 
Recovery rate
 
 
0.0% to 70.3%
 
 
 
55.2%
 
    0.0% to 73.6%   58.7% 
Duration (years)
 
 
0.2 to 14.1
 
 
 
3.8
 
    0.3 to 25.5   4.0 
Level 3 government and agency obligations, other debt obligations and equity securities were not material as of both March 2021 and December 2020, and therefore are not included in the table above.
17Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
In the table above:
Ranges represent the significant unobservable inputs that were used in the valuation of each type of trading cash instrument.
Weighted averages are calculated by weighting each input by the relative fair value of the trading cash instruments.
The ranges and weighted averages of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one trading cash instrument. For example, the highest recovery rate for corporate debt instruments is appropriate for valuing a specific corporate debt instrument, but may not be appropriate for valuing any other corporate debt instrument. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 trading cash instruments.
Increases in yield, duration or cumulative loss rate used in the valuation of level 3 trading cash instruments would have resulted in a lower fair value measurement, while increases in recovery rate would have resulted in a higher fair value measurement as of both March 2021 and December 2020. Due to the distinctive nature of each level 3 trading cash instrument, the interrelationship of inputs is not necessarily uniform within each product type.
Trading cash instruments are valued using discounted cash flows.
Level 3 Rollforward
The table below presents a summary of the changes in fair value for level 3 trading cash instruments.
  
Three Months
Ended March
 
   
$ in millions
 
 
2021
 
   2020 
Total trading cash instrument assets
         
Beginning balance
 
 
$1,237
 
   $1,242 
Net realized gains/(losses)
 
 
33
 
   34 
Net unrealized gains/(losses)
 
 
33
 
   (159
Purchases
 
 
521
 
   353 
Sales
 
 
(307
   (268
Settlements
 
 
(153
   (153
Transfers into level 3
 
 
224
 
   342 
Transfers out of level 3
 
 
(215
   (157
Ending balance
 
 
$1,373
 
   $1,234 
 
Total trading cash instrument liabilities
         
Beginning balance
 
 
$
  
  (80
   $  (273
Net realized gains/(losses)
 
 
1
 
    
Net unrealized gains/(losses)
 
 
(2
   91 
Purchases
 
 
21
 
   26 
Sales
 
 
(40
   (32
Settlements
 
 
7
 
   (2
Transfers into level 3
 
 
(19
   (13
Transfers out of level 3
 
 
6
 
   9 
Ending balance
 
 
$
  
(106
   $  (194
In the table above:
Changes in fair value are presented for all trading cash instruments that are classified in level 3 as of the end of the period.
Net unrealized gains/(losses) relates to trading cash instruments that were still held at
period-end.
Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a trading cash instrument was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.
For level 3 trading cash instrument assets, increases are shown as positive amounts, while decreases are shown as negative amounts. For level 3 trading cash instrument liabilities, increases are shown as negative amounts, while decreases are shown as positive amounts.
Level 3 trading cash instruments are frequently economically hedged with level 1 and level 2 trading cash instruments and/or level 1, level 2 or level 3 derivatives. Accordingly, gains or losses that are classified in level 3 can be partially offset by gains or losses attributable to level 1 or level 2 trading cash instruments and/or level 1, level 2 or level 3 derivatives. As a result, gains or losses included in the level 3 rollforward below do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.
Goldman Sachs March 2021 Form 10-Q18

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The table below presents information, by product type, for assets included in the summary table above.
  Three Months
Ended March
 
   
$ in millions
 
 
2021
 
   2020 
Loans and securities backed by commercial real estate
      
Beginning balance
 
 
$ 203
 
   $ 191 
Net realized gains/(losses)
 
 
1
 
   9 
Net unrealized gains/(losses)
 
 
(5
   (22
Purchases
 
 
17
 
   14 
Sales
 
 
(23
   (6
Settlements
 
 
(3
   (50
Transfers into level 3
 
 
10
 
   7 
Transfers out of level 3
 
 
(85
   (13
Ending balance
 
 
$ 115
 
   $ 130 
 
Loans and securities backed by residential real estate
 
     
Beginning balance
 
 
$ 131
 
   $ 231 
Net realized gains/(losses)
 
 
5
 
   1 
Net unrealized gains/(losses)
 
 
3
 
   7 
Purchases
 
 
24
 
   80 
Sales
 
 
(36
   (23
Settlements
 
 
(12
   (13
Transfers into level 3
 
 
104
 
   61 
Transfers out of level 3
 
 
(15
   (93
Ending balance
 
 
$ 204
 
   $ 251 
 
Corporate debt instruments
         
Beginning balance
 
 
$ 797
 
   $ 692 
Net realized gains/(losses)
 
 
26
 
   22 
Net unrealized gains/(losses)
 
 
36
 
   (132
Purchases
 
 
440
 
   238 
Sales
 
 
(217
   (214
Settlements
 
 
(114
   (80
Transfers into level 3
 
 
60
 
   242 
Transfers out of level 3
 
 
(110
   (49
Ending balance
 
 
$ 918
 
   $ 719 
 
Other
         
Beginning balance
 
 
$ 106
 
   $ 128 
Net realized gains/(losses)
 
 
1
 
   2 
Net unrealized gains/(losses)
 
 
(1
   (12
Purchases
 
 
40
 
   21 
Sales
 
 
(31
   (25
Settlements
 
 
(24
   (10
Transfers into level 3
 
 
50
 
   32 
Transfers out of level 3
 
 
(5
   (2
Ending balance
 
 
$ 136
 
   $ 134 
In the table above, other includes U.S. and
non-U.S.
government and agency obligations, other debt obligations and equity securities.
Level 3 Rollforward Commentary
Three Months Ended March 2021.
The net realized and unrealized gains on level 3 trading cash instrument assets of $66 million (reflecting $33 million of net realized gains and $33 million of net unrealized gains) for the three months ended March 2021 included gains of $28 million reported in market making and $38 million reported in interest income.
The drivers of the net unrealized gains on level 3 trading cash instrument assets for the three months ended March 2021 were not material.
Transfers into level 3 trading cash instrument assets during the three months ended March 2021 primarily reflected transfers of certain loans and securities backed by residential real estate and corporate debt instruments from level 2 (in each case, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).
Transfers out of level 3 trading cash instrument assets during the three months ended March 2021 primarily reflected transfers of certain corporate debt instruments and loans and securities backed by commercial real estate to level 2 (in each case, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).
Three Months Ended March 2020.
The net realized and unrealized losses on level 3 trading cash instrument assets of $125 million (reflecting $34 million of net realized gains and $159 million of net unrealized losses) for the three months ended March 2020 included gains/(losses) of $(4) million reported in investment banking, $(158) million reported in market making and $37 million reported in interest income.
The net unrealized losses on level 3 trading cash instrument assets for the three months ended March 2020 primarily reflected losses on certain corporate debt instruments, principally driven by weak corporate performance.
Transfers into level 3 trading cash instrument assets during the three months ended March 2020 primarily reflected transfers of certain corporate debt instruments from level 2 (principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).
The drivers of transfers out of level 3 trading cash instrument assets during the three months ended March 2020 were not material.
Note 7.
Derivatives and Hedging Activities
Derivative Activities
Derivatives are instruments that derive their value from underlying asset prices, indices, reference rates and other inputs, or a combination of these factors. Derivatives may be traded on an exchange (exchange-traded) or they may be privately negotiated contracts, which are usually referred to as OTC derivatives. Certain of the firm’s OTC derivatives are cleared and settled through central clearing counterparties
(OTC-cleared),
while others are bilateral contracts between two counterparties (bilateral OTC).
19Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Market Making.
As a market maker, the firm enters into derivative transactions to provide liquidity to clients and to facilitate the transfer and hedging of their risks. In this role, the firm typically acts as principal and is required to commit capital to provide execution, and maintains market-making positions in response to, or in anticipation of, client demand.
Risk Management.
The firm also enters into derivatives to actively manage risk exposures that arise from its market-making and investing and financing activities. The firm’s holdings and exposures are hedged, in many cases, on either a portfolio or risk-specific basis, as opposed to an
instrument-by-instrument
basis. The offsetting impact of this economic hedging is reflected in the same business segment as the related revenues. In addition, the firm may enter into derivatives designated as hedges under U.S. GAAP. These derivatives are used to manage interest rate exposure of certain fixed-rate unsecured borrowings and deposits, as well as to manage foreign exchange risk of certain
available-for-sale
securities and the net investment in certain
non-U.S.
operations.
The firm enters into various types of derivatives, including:
Futures and Forwards.
Contracts that commit counterparties to purchase or sell financial instruments, commodities or currencies in the future.
Swaps.
Contracts that require counterparties to exchange cash flows, such as currency or interest payment streams. The amounts exchanged are based on the specific terms of the contract with reference to specified rates, financial instruments, commodities, currencies or indices.
Options.
Contracts in which the option purchaser has the right, but not the obligation, to purchase from or sell to the option writer financial instruments, commodities or currencies within a defined time period for a specified price.
Derivatives are reported on a
net-by-counterparty
basis (i.e., the net payable or receivable for derivative assets and liabilities for a given counterparty) when a legal right of setoff exists under an enforceable netting agreement (counterparty netting). Derivatives are accounted for at fair value, net of cash collateral received or posted under enforceable credit support agreements (cash collateral netting). Derivative assets are included in trading assets and derivative liabilities are included in trading liabilities. Realized and unrealized gains and losses on derivatives not designated as hedges are included in market making (for derivatives included in the Global Markets segment), and other principal transactions (for derivatives included in the remaining business segments) in the consolidated statements of earnings. For both the three months ended March 2021 and March 2020, substantially all of the firm’s derivatives were included in the Global Markets segment.
The tables below present the gross fair value and the notional amounts of derivative contracts by major product type, the amounts of counterparty and cash collateral netting in the consolidated balance sheets, as well as cash and securities collateral posted and received under enforceable credit support agreements that do not meet the criteria for netting under U.S. GAAP.
  
As of March 2021
    As of December 2020 
      
$ in millions
 
 
Derivative
Assets
 
 
 
 
Derivative
Liabilities
 
 
 
 
  Derivative
Assets
    Derivative
Liabilities
  
Not accounted for as hedges
 
Exchange-traded
 
 
$    
 
  
 
665
 
 
 
$     1,033
 
    $        665   $        660 
OTC-cleared
 
 
16,345
 
 
 
15,133
 
    18,832   16,809 
Bilateral OTC
 
 
263,495
 
 
 
236,837
 
    337,998   304,370 
Total interest rates
 
 
280,505
 
 
 
253,003
 
    357,495   321,839 
OTC-cleared
 
 
4,855
 
 
 
5,415
 
    4,137   4,517 
Bilateral OTC
 
 
12,928
 
 
 
11,567
 
    12,418   11,551 
Total credit
 
 
17,783
 
 
 
16,982
 
    16,555   16,068 
Exchange-traded
 
 
679
 
 
 
12
 
    133   22 
OTC-cleared
 
 
372
 
 
 
431
 
    401   631 
Bilateral OTC
 
 
99,120
 
 
 
93,137
 
    101,830   102,676 
Total currencies
 
 
100,171
 
 
 
93,580
 
    102,364   103,329 
Exchange-traded
 
 
5,670
 
 
 
5,586
 
    4,476   4,177 
OTC-cleared
 
 
255
 
 
 
227
 
    195   187 
Bilateral OTC
 
 
10,663
 
 
 
13,244
 
    9,320   13,691 
Total commodities
 
 
16,588
 
 
 
19,057
 
    13,991   18,055 
Exchange-traded
 
 
33,762
 
 
 
33,855
 
    29,006   31,944 
OTC-cleared
 
 
13
 
 
 
13
 
        
Bilateral OTC
 
 
44,635
 
 
 
47,083
 
    47,867   49,072 
Total equities
 
 
78,410
 
 
 
80,951
 
    76,873   81,016 
Subtotal
 
 
493,457
 
 
 
463,573
 
    567,278   540,307 
Accounted for as hedges
 
OTC-cleared
 
 
3
 
 
 
 
    1    
Bilateral OTC
 
 
1,081
 
 
 
 
    1,346    
Total interest rates
 
 
1,084
 
 
 
 
    1,347    
OTC-cleared
 
 
58
 
 
 
48
 
       87 
Bilateral OTC
 
 
152
 
 
 
232
 
    4   372 
Total currencies
 
 
210
 
 
 
280
 
    4   459 
Subtotal
 
 
1,294
 
 
 
280
 
    1,351   459 
Total gross fair value
 
 
$ 494,751
 
 
 
$ 463,853
 
    $ 568,629   $ 540,766 
 
Offset in the consolidated balance sheets
 
Exchange-traded
 
 
$  (34,961
 
 
$  (34,961
    $  (29,549  $  (29,549
OTC-cleared
 
 
(20,016
 
 
(20,016
    (21,315  (21,315
Bilateral OTC
 
 
(306,582
 
 
(306,582
    (372,142  (372,142
Counterparty netting
 
 
(361,559
 
 
(361,559
    (423,006  (423,006
OTC-cleared
 
 
(1,553
 
 
(584
    (1,926  (720
Bilateral OTC
 
 
(62,096
 
 
(51,488
    (74,116  (58,449
Cash collateral netting
 
 
(63,649
 
 
(52,072
    (76,042  (59,169
Total amounts offset
 
 
$(425,208
 
 
$(413,631
    $(499,048  $(482,175
Included in the consolidated balance sheets
 
Exchange-traded
 
 
$     5,815
 
 
 
$     5,525
 
    $     4,731   $     7,254 
OTC-cleared
 
 
332
 
 
 
667
 
    325   196 
Bilateral OTC
 
 
63,396
 
 
 
44,030
 
    64,525   51,141 
Total
 
 
$��  69,543
 
 
 
$   50,222
 
    $   69,581   $   58,591 
 
Not offset in the consolidated balance sheets
 
Cash collateral
 
 
$      
 
(852
 
 
$    (1,842
    $       (979  $    (2,427
Securities collateral
 
 
(16,066
 
 
(6,571
    (17,297  (9,943
Total
 
 
$   52,625
 
 
 
$   41,809
 
    $   51,305   $   46,221 
Goldman Sachs March 2021 Form 10-Q20

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
  Notional Amounts as of 
   
$ in millions
 
 
March
2021
 
 
   December
2020
  
Not accounted for as hedges
 
Exchange-traded
 
 
$  3,961,941
 
   $  3,722,558 
OTC-cleared
 
 
17,579,552
 
   13,789,571 
Bilateral OTC
 
 
11,834,200
 
   11,076,460 
Total interest rates
 
 
33,375,693
 
   28,588,589 
OTC-cleared
 
 
633,145
 
   515,197 
Bilateral OTC
 
 
604,166
 
   558,813 
Total credit
 
 
1,237,311
 
   1,074,010 
Exchange-traded
 
 
9,573
 
   7,413 
OTC-cleared
 
 
185,729
 
   157,687 
Bilateral OTC
 
 
6,759,515
 
   6,041,663 
Total currencies
 
 
6,954,817
 
   6,206,763 
Exchange-traded
 
 
286,649
 
   242,193 
OTC-cleared
 
 
3,857
 
   2,315 
Bilateral OTC
 
 
221,664
 
   206,253 
Total commodities
 
 
512,170
 
   450,761 
Exchange-traded
 
 
1,069,830
 
   948,937 
OTC-cleared
 
 
447
 
    
Bilateral OTC
 
 
1,228,482
 
   1,126,572 
Total equities
 
 
2,298,759
 
   2,075,509 
Subtotal
 
 
44,378,750
 
   38,395,632 
Accounted for as hedges
 
OTC-cleared
 
 
190,514
 
   182,311 
Bilateral OTC
 
 
6,463
 
   6,641 
Total interest rates
 
 
196,977
 
   188,952 
OTC-cleared
 
 
3,607
 
   1,767 
Bilateral OTC
 
 
15,178
 
   14,055 
Total currencies
 
 
18,785
 
   15,822 
Subtotal
 
 
215,762
 
   204,774 
Total notional amounts
 
 
$44,594,512
 
   $38,600,406 
In the tables above:
Gross fair values exclude the effects of both counterparty netting and collateral, and therefore are not representative of the firm’s exposure.
Where the firm has received or posted collateral under credit support agreements, but has not yet determined such agreements are enforceable, the related collateral has not been netted.
Notional amounts, which represent the sum of gross long and short derivative contracts, provide an indication of the volume of the firm’s derivative activity and do not represent anticipated losses.
Total gross fair value of derivatives included derivative assets of $22.13 billion as of March 2021 and $20.60 billion as of December 2020, and derivative liabilities of $19.56 billion as of March 2021 and $22.98 billion as of December 2020, which are not subject to an enforceable netting agreement or are subject to a netting agreement that the firm has not yet determined to be enforceable.
Fair Value of Derivatives by Level
The table below presents derivatives on a gross basis by level and product type, as well as the impact of netting.
 
$ in millions
 Level 1  Level 2  Level 3  Total  Level 1 Level 2 Level 3 Total 
As of September 2020
    
As of March 2021
As of March 2021
 
Assets
            
Interest rates
 
 
$ 184
 
 
 
$ 364,601
 
 
 
$   
 
879
 
 
 
$ 365,664
 
 
 
$    
 
7
 
 
 
$ 280,374
 
 
 
$ 1,208
 
 
 
$ 281,589
 
Credit
 
 
 
 
 
13,315
 
 
 
3,764
 
 
 
17,079
 
 
 
 
 
 
14,549
 
 
 
3,234
 
 
 
17,783
 
Currencies
 
 
 
 
 
86,292
 
 
 
170
 
 
 
86,462
 
 
 
 
 
 
100,200
 
 
 
181
 
 
 
100,381
 
Commodities
 
 
 
 
 
14,010
 
 
 
545
 
 
 
14,555
 
 
 
 
 
 
15,917
 
 
 
671
 
 
 
16,588
 
Equities
 
 
23
 
 
 
69,109
 
 
 
2,109
 
 
 
71,241
 
 
 
24
 
 
 
76,742
 
 
 
1,644
 
 
 
78,410
 
Gross fair value
 
 
207
 
 
 
547,327
 
 
 
7,467
 
 
 
555,001
 
 
 
31
 
 
 
487,782
 
 
 
6,938
 
 
 
494,751
 
Counterparty netting in levels
 
 
(68
 
 
(414,710
 
 
(1,156
 
 
(415,934
 
 
 
 
 
(359,470
 
 
(998
 
 
(360,468
Subtotal
 
 
$ 139
 
 
 
$ 132,617
 
 
 
$ 6,311
 
 
 
$ 139,067
 
 
 
$  
 
31
 
 
 
$ 128,312
 
 
 
$ 5,940
 
 
 
$ 134,283
 
Cross-level counterparty netting
    
 
(1,321
       
 
(1,091
Cash collateral netting
       
 
(73,226
       
 
(63,649
Net fair value
       
 
$   64,520
 
       
 
$   69,543
 
Liabilities
            
Interest rates
 
 
$(109
 
 
$(327,610
 
 
$  
 
(624
 
 
$(328,343
 
 
$  (29
 
 
$(252,085
 
 
$  
 
(889
 
 
$(253,003
Credit
 
 
 
 
 
(14,094
 
 
(1,778
 
 
(15,872
 
 
 
 
 
(15,623
 
 
(1,359
 
 
(16,982
Currencies
 
 
 
 
 
(84,310
 
 
(425
 
 
(84,735
 
 
 
 
 
(93,390
 
 
(470
 
 
(93,860
Commodities
 
 
 
 
 
(17,247
 
 
(350
 
 
(17,597
 
 
 
 
 
(18,598
 
 
(459
 
 
(19,057
Equities
 
 
(15
 
 
(77,380
 
 
(2,136
 
 
(79,531
 
 
(39
 
 
(77,796
 
 
(3,116
 
 
(80,951
Gross fair value
 
 
(124
 
 
(520,641
 
 
(5,313
 
 
(526,078
 
 
(68
 
 
(457,492
 
 
(6,293
 
 
(463,853
Counterparty netting in levels
 
 
68
 
 
 
414,710
 
 
 
1,156
 
 
 
415,934
 
 
 
 
 
 
359,470
 
 
 
998
 
 
 
360,468
 
Subtotal
 
 
$  (56
 
 
$(105,931
 
 
$(4,157
 
 
$(110,144
 
 
$  (68
 
 
$  (98,022
 
 
$(5,295
 
 
$(103,385
Cross-level counterparty netting
    
 
1,321
 
       
 
1,091
 
Cash collateral netting
       
 
52,125
 
       
 
52,072
 
Net fair value
       
 
$  (56,698
       
 
$  (50,222
As of December 2019
    
As of December 2020
        
Assets
            
Interest rates
  $    
 
3
  $
 
 279,443
  $
 
    557
  $
 
 280,003
   $ 297   
 
357,568
   $    
 
977
   
 
358,842
 
Credit
    17,204  3,525  20,729      13,104   3,451   16,555 
Currencies
    80,178  187  80,365      102,221   147   102,368 
Commodities
    10,648  490  11,138      13,285   706   13,991 
Equities
 21  48,953  687  49,661   75   75,054   1,744   76,873 
Gross fair value
 24  436,426  5,446  441,896   372   561,232   7,025   568,629 
Counterparty netting in levels
    (340,325 (792 (341,117  (135  (420,685  (1,058  (421,878
Subtotal
  $  
 
24
  $   
 
96,101
  $
 
 4,654
  $
 
 100,779
   $ 237   
 
140,547
   
 
5,967
   
 
146,751
 
Cross-level counterparty netting
    473         (1,128
Cash collateral netting
       (56,000        (76,042
Net fair value
       $
 
   45,252
         $   
 
69,581
 
Liabilities
            
Interest rates
  $  
  
(3
 $
 
(251,050
 $   
 
(468
 $
 
(251,521
  $(229  $
 
(320,900
  $   
 
(710
  $
 
(321,839
Credit
    (19,141 (1,648 (20,789     (14,395  (1,673  (16,068
Currencies
    (81,826 (398 (82,224     (103,303  (485  (103,788
Commodities
    (15,306 (243 (15,549     (17,649  (406  (18,055
Equities
 (26 (53,817 (2,664 (56,507  (318  (78,122  (2,576  (81,016
Gross fair value
 (29 (421,140 (5,421 (426,590  (547  (534,369  (5,850  (540,766
Counterparty netting in levels
    340,325  792  341,117   135   420,685   1,058   421,878 
Subtotal
  $
  
(29
 $
 
  (80,815
 $
 
(4,629
 $
 
  (85,473
  $(412  $
 
(113,684
  $
 
(4,792
  $
 
(118,888
Cross-level counterparty netting
    (473        1,128 
Cash collateral netting
       42,144         59,169 
Net fair value
       $
 
  (43,802
        $
 
 
 
(58,591
21Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
In the table above:
 
Gross fair values exclude the effects of both counterparty netting and collateral netting, and therefore are not representative of the firm’s exposure.
 
Counterparty netting is reflected in each level to the extent that receivable and payable balances are netted within the same level and is included in counterparty netting in levels. Where the counterparty netting is across levels, the netting is included in cross-level counterparty netting.
Derivative assets are shown as positive amounts and derivative liabilities are shown as negative amounts.
See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of derivatives.
Significant Unobservable Inputs
The table below presents the amount of level 3 derivative assets (liabilities), and ranges, averages and medians of significant unobservable inputs used to value level 3 derivatives.
 
    
Level 3 Assets (Liabilities) and Range of Significant
Unobservable Inputs (Average/Median) as of
  
As of March 2021
   As of December 2020 
   
$ in millions, except inputs
$ in millions, except inputs
 
 
 
September
2020
 
 
  December
2019
 
 
 
 
Amount or
Range
 
 
 
 
Average/
Median
 
 
 
 
 
 
Amount or
Range
 
 
 
 
Average/
Median
 
 
Interest rates, net
  
 
$255 
 
  $89   
 
$
319
 
      $267   
Correlation
  
 
(38)% to 81% (52%/60%)
 
  (42)% to 81% (52%/60%)  
 
(42)% to 81%
 
 
 
48%/60%
 
    (8)% to 81%   56%/60% 
Volatility (bps)
   
 
31 to 150 (65/53)
 
  31 to 150 (70/61)  
 
31 to 150
 
 
 
65/53
 
    31 to 150   65/53 
Credit, net
  
 
$1,986 
 
  $1,877   
 
$1,875
 
      $1,778   
Credit spreads (bps)
  
 
2 to 748 (124/90)
 
  1 to 559 (96/53)  
 
2 to 598
 
 
 
108/84
 
    2 to 699   109/74 
Upfront credit points
  
 
7 to 90 (47/50)
 
  2 to 90 (38/32)  
 
3 to 100
 
 
 
46/31
 
    7 to 90   40/30 
Recovery rates
   
 
25% to 90% (48%/40%)
 
  10% to 60% (31%/25%)  
 
20% to 90%
 
 
 
45%/40%
 
    25% to 90%   46%/40% 
Currencies, net
  
 
$(255)
 
  $(211)  
 
$(289)
 
      $(338)   
Correlation
  
 
20% to 70% (39%/41%)
 
  20% to 70% (37%/36%)  
 
20% to 70%
 
 
 
39%/41%
 
    20% to 70%   39%/41% 
Volatility
   
 
19% to 20% (20%/20%)
 
  N/A  
 
19% to 20%
 
 
 
20%/20%
 
    18% to 18%   18%/18% 
Commodities, net
  
 
$195 
 
  $247   
 
$212
 
      $300   
Volatility
  
 
14% to 105% (39%/33%)
 
  9% to 57% (26%/25%)  
 
14% to 77%
 
 
 
29%/27%
 
    15% to 87%   32%/30% 
Natural gas spread
  
 
 
 
$(1.44) to $1.89 
($(0.12)/$(0.09))
 
 
 
  $(1.93) to $1.69 
($(0.16)/$(0.17))
 
 
 
 
 
 
$(1.22) to
$2.27
 
 
 
 
 
$(0.11)/
$(0.07)
 
 
    $(1.00) to
$2.13
 
 
  $(0.13)/
$(0.09)
  
Oil spread
   
 
 
 
$4.73 to $9.98 
($8.15/$8.33)
 
 
 
  $(4.86) to $19.77 
($9.82/$11.15)
 
 
 
 
 
 
$10.20 to
$20.65
 
 
 
 
 
$14.87/
$14.16
 
 
    $8.30 to
$11.20
 
 
  $9.73/
$9.55
  
Electricity
price
 
 
 
 
$9.81 to
$72.05
 
 
 
 
 
$29.59/
$29.25
 
 
   
 
 
 
N/A
 
 
 
 
 
 
N/A
 
 
Equities, net
  
 
$(27)
 
  $(1,977)  
 
$(1,472)
 
      $(832)   
Correlation
  
 
(70)% to 99% (50%/55%)
 
  (70)% to 99% (42%/45%)  
 
(70)% to 100%
 
 
 
50%/51%
 
    (70)% to 100%   52%/55% 
Volatility
   
 
3% to 128% (24%/22%)
 
  2% to 72% (14%/7%)  
 
3% to 190%
 
 
 
12%/7%
 
    3% to 129%   14%/7% 
In the table above:
 
Derivative assets are shown as positive amounts and derivative liabilities are shown as negative amounts.
 
Ranges represent the significant unobservable inputs that were used in the valuation of each type of derivative.
Averages represent the arithmetic average of the inputs and are not weighted by the relative fair value or notional
amount
of the respective financial instruments. An average greater than the median indicates that the majority of inputs are below the average. For example, the difference between the average and the median for credit spreads indicates that the majority of the inputs fall in the lower end of the range.
 
Goldman Sachs September 2020 Form 10-Q22
The ranges, averages and medians of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one derivative. For example, the highest correlation for interest rate derivatives is appropriate for valuing a specific interest rate derivative but may not be appropriate for valuing any other interest rate derivative. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 derivatives.

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The ranges, averages and medians of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one derivative. For example, the highest correlation for interest rate derivatives is appropriate for valuing a specific interest rate derivative but may not be appropriate for valuing any other interest rate derivative. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 derivatives.
 
Interest rates, currencies and equities derivatives are valued using option pricing models, credit derivatives are valued using option pricing, correlation and discounted cash flow models, and commodities derivatives are valued using option pricing and discounted cash flow models.
 
The fair value of any one instrument may be determined using multiple valuation techniques. For example, option pricing models and discounted cash flows models are typically used together to determine fair value. Therefore, the level 3 balance encompasses both of these techniques.
 
Correlation within currencies and equities includes cross-product type correlation.
Volatility was not significant to the valuation of level 3 currency derivatives as of December 2019.
 
Natural gas spread represents the spread per million British thermal units of natural gas.
 
Oil spread represents the spread per barrel of oil and refined products.
Electricity
price
represents the
price
per megawatt hour of electricity.
Range of Significant Unobservable Inputs
The following provides information about the ranges of significant unobservable inputs used to value the firm’s level 3 derivative instruments:
 
Correlation.
Ranges for correlation cover a variety of underliers both within one product type (e.g., equity index and equity single stock names) and across product types (e.g., correlation of an interest rate and a currency), as well as across regions. Generally, cross-product type correlation inputs are used to value more complex instruments and are lower than correlation inputs on assets within the same derivative product type.
 
Goldman Sachs March 2021 Form 10-Q22

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Volatility.
Ranges for volatility cover numerous underliers across a variety of markets, maturities and strike prices. For example, volatility of equity indices is generally lower than volatility of single stocks.
Credit spreads, upfront credit points and recovery rates.
The ranges for credit spreads, upfront credit points and recovery rates cover a variety of underliers (index and single names), regions, sectors, maturities and credit qualities (high-yield and investment-grade). The broad range of this population gives rise to the width of the ranges of significant unobservable inputs.
 
Commodity prices and spreads.
The ranges for commodity prices and spreads cover variability in products, maturities and delivery locations.
Sensitivity of Fair Value Measurement to Changes in Significant Unobservable Inputs
The following is a description of the directional sensitivity of the firm’s level 3 fair value measurements to changes in significant unobservable inputs, in isolation, as of each
period-end:
 
Correlation.
In general, for contracts where the holder benefits from the convergence of the underlying asset or index prices (e.g., interest rates, credit spreads, foreign exchange rates, inflation rates and equity prices), an increase in correlation results in a higher fair value measurement.
 
Volatility.
In general, for purchased options, an increase in volatility results in a higher fair value measurement.
 
Credit spreads, upfront credit points and recovery rates.
In general, the fair value of purchased credit protection increases as credit spreads or upfront credit points increase or recovery rates decrease. Credit spreads, upfront credit points and recovery rates are strongly related to distinctive risk factors of the underlying reference obligations, which include reference entity-specific factors, such as leverage, volatility and industry, market-based risk factors, such as borrowing costs or liquidity of the underlying reference obligation, and macroeconomic conditions.
 
Commodity prices and spreads.
In general, for contracts where the holder is receiving a commodity, an increase in the spread (price difference from a benchmark index due to differences in quality or delivery location) or price results in a higher fair value measurement.
Due to the distinctive nature of each of the firm’s level 3 derivatives, the interrelationship of inputs is not necessarily uniform within each product type.
23Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Level 3 Rollforward
The table below presents a summary of the changes in fair value for level 3 derivatives.
 
 Three Months
Ended September
           Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019  
 
2021
 
   2020 
Total level 3 derivatives, net
            
Beginning balance
 
 
$3,060
 
   $ 598   
 
$     25
 
   $ 590  
 
$1,175
 
   $     25 
Net realized gains/(losses)
 
 
(8
   75   
 
142
 
   89  
 
(98
   137 
Net unrealized gains/(losses)
 
 
(315
   162   
 
1,465
 
   (49 
 
40
 
   2,305 
Purchases
 
 
93
 
   133   
 
345
 
   420  
 
192
 
   223 
Sales
 
 
(288
   (222  
 
181
 
   (607 
 
(908
   (413
Settlements
 
 
(189
   (44  
 
182
 
   220  
 
207
 
   41 
Transfers into level 3
 
 
0
 
   (33  
 
(74
   60  
 
(69
   (801
Transfers out of level 3
 
 
(199
   (6   
 
(112
   (60 
 
106
 
   143 
Ending balance
 
 
$2,154
 
   $ 663    
 
$2,154
 
   $ 663  
 
$  
    
645
 
   $1,660 
In the table above:
 
Changes in fair value are presented for all derivative assets and liabilities that are classified in level 3 as of the end of the period.
 
Net unrealized gains/(losses) relates to instruments that were still held at
period-end.
 
Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a derivative was transferred into level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.
 
Positive amounts for transfers into level 3 and negative amounts for transfers out of level 3 represent net transfers of derivative assets. Negative amounts for transfers into level 3 and positive amounts for transfers out of level 3 represent net transfers of derivative liabilities.
 
A derivative with level 1 and/or level 2 inputs is classified in level 3 in its entirety if it has at least one significant level 3 input.
 
If there is one significant level 3 input, the entire gain or loss from adjusting only observable inputs (i.e., level 1 and level 2 inputs) is classified in level 3.
 
Gains or losses that have been classified in level 3 resulting from changes in level 1 or level 2 inputs are frequently offset by gains or losses attributable to level 1 or level 2 derivatives and/or level 1, level 2 and level 3 trading cash instruments. As a result, gains/(losses) included in the level 3 rollforward below do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.
23Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The table below presents information, by product type, for derivatives included in the summary table above.
 
 Three Months
Ended September
           Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Interest rates, net
          
Beginning balance
 
 
$   311
 
 $      30   
 
$
 
      89
 
 $   (109 
 
$   
    
267
 
   $      89 
Net realized gains/(losses)
 
 
3
 
 (21  
 
12
 
 (28 
 
7
 
   7 
Net unrealized gains/(losses)
 
 
54
 
 103   
 
201
 
 163  
 
111
 
   132 
Purchases
 
 
11
 
 2   
 
18
 
 10  
 
4
 
   1 
Sales
 
 
1
 
  0   
 
(15
 (12 
 
(23
   (13
Settlements
 
 
(59
 (51  
 
(40
 41  
 
2
 
   37 
Transfers into level 3
 
 
(53
 6   
 
(14
 (15 
 
(4
   11 
Transfers out of level 3
 
 
(13
 (19   
 
4
 
    
 
(45
   2 
Ending balance
 
 
$   255
 
 $      50    
 
$    255
 
 $      50  
 
$   
    
319
 
   $    266 
Credit, net
Credit, net
 
        
Beginning balance
 
 
$2,327
 
 $ 1,676   
 
$ 1,877
 
 $ 1,672  
 
$ 1,778
 
   $ 1,877 
Net realized gains/(losses)
 
 
(1
 21   
 
6
 
 30  
 
(19
   (20
Net unrealized gains/(losses)
 
 
(124
 245   
 
175
 
 264  
 
105
 
   652 
Purchases
 
 
16
 
 23   
 
35
 
 102  
 
42
 
   53 
Sales
 
 
(8
 (31  
 
(23
 (63 
 
(13
   (27
Settlements
 
 
(189
 (56  
 
(38
 (207 
 
(43
   (55
Transfers into level 3
 
 
26
 
 37   
 
4
 
 110  
 
(17
   11 
Transfers out of level 3
 
 
(61
 (15   
 
(50
 (8 
 
42
 
   27 
Ending balance
 
 
$1,986
 
 $ 1,900    
 
$ 1,986
 
 $ 1,900  
 
$ 1,875
 
   $ 2,518 
Currencies, net
          
Beginning balance
 
 
$    (94
 $     (31  
 
$   (211
 $    461  
 
$  
    
(338
   $   (211
Net realized gains/(losses)
 
 
18
 
 (2  
 
8
 
 (23 
 
(1
   (6
Net unrealized gains/(losses)
 
 
(143
 (147  
 
(118
 (311 
 
(24
   185 
Purchases
 
 
5
 
 6   
 
5
 
 9  
 
7
 
    
Sales
 
 
(12
 (8  
 
(7
 (12 
 
(12
   (11
Settlements
 
 
(34
 17   
 
77
 
 (293 
 
63
 
   111 
Transfers into level 3
 
 
(1
 (18  
 
(2
 (13 
 
 
   (4
Transfers out of level 3
 
 
6
 
 (3   
 
(7
 (4 
 
16
 
   (3
Ending balance
 
 
$  (255
 $   (186   
 
$   (255
 $   (186 
 
$  
    
(289
   $      61 
Commodities, net
          
Beginning balance
 
 
$   331
 
 $    134   
 
$    247
 
 $    112  
 
$   
    
300
 
   $    247 
Net realized gains/(losses)
 
 
16
 
 1   
 
65
 
 (18 
 
(55
   17 
Net unrealized gains/(losses)
 
 
(84
 84   
 
38
 
 151  
 
7
 
   197 
Purchases
 
 
1
 
 7   
 
2
 
 27  
 
20
 
   22 
Sales
 
 
(7
 (16  
 
(20
 (124 
 
(17
   (69
Settlements
 
 
(20
 (46  
 
(64
 2  
 
(27
   (7
Transfers into level 3
 
 
(12
 6   
 
(24
    
 
 
   (11
Transfers out of level 3
 
 
(30
 (9   
 
(49
 11  
 
(16
   (8
Ending balance
 
 
$   195
 
 $    161    
 
$    195
 
 $    161  
 
$   
    
212
 
   $    388 
Equities, net
          
Beginning balance
 
 
$   185
 
 $(1,211  
 
$(1,977
 $(1,546 
 
$  
    
(832
   $(1,977
Net realized gains/(losses)
 
 
(44
 76   
 
51
 
 128  
 
(30
   139 
Net unrealized gains/(losses)
 
 
(18
 (123  
 
1,169
 
 (316 
 
(159
   1,139 
Purchases
 
 
60
 
 95   
 
285
 
 272  
 
119
 
   147 
Sales
 
 
(262
 (167  
 
246
 
 (396 
 
(843
   (293
Settlements
 
 
113
 
 92   
 
247
 
 677  
 
212
 
   (45
Transfers into level 3
 
 
40
 
 (64  
 
(38
 (22 
 
(48
   (808
Transfers out of level 3
 
 
(101
 40    
 
(10
 (59 
 
109
 
   125 
Ending balance
 
 
$    (27
 $(1,262   
 
$     (27
 $(1,262 
 
$(1,472
   $(1,573
Level 3 Rollforward Commentary
Three Months Ended September 2020.March 2021.
The net realized and unrealized losses on level 3 derivatives of $323$58 million (reflecting $8$98 million of net realized losses and $315$40 million of net unrealized losses)gains) for the three months ended September 2020March 2021 included losses of $289$57 million reported in market making and losses of $34$1 million reported in other principal transactions.
The net unrealized gains on level 3 derivatives for the three months ended March 2021 were primarily attributable to gains on certain interest rate derivatives (primarily reflecting the impact of an increase in interest rates) and gains on certain credit derivatives (primarily reflecting the impact of a widening of certain credit spreads, changes in foreign exchange rates and an increase in interest rates) partially offset by losses on certain equity derivatives (primarily reflecting the impact of an increase in equity prices).
The drivers of transfers into level 3 derivatives during the three months ended March 2021 were not material.
Transfers out of level 3 derivatives during the three months ended March 2021 primarily reflected transfers of certain equity derivative liabilities to level 2 (principally due to increased transparency of certain volatility inputs used to value these derivatives).
Three Months Ended March 2020.
The net realized and unrealized gains on level 3 derivatives of $2.44 billion (reflecting $137 million of net realized gains and $2.31 billion of net unrealized gains) for the three months ended March 2020 included gains of $2.42 billion reported in market making and $23 million reported in other principal transactions.
The net unrealized gains on level 3 derivatives for the three months ended March 2020 were primarily attributable to gains on certain equity derivatives (primarily reflecting the impact of a decrease in equity prices), gains on certain credit derivatives (primarily reflecting the impact of a decrease in interest rates and widening of certain credit spreads), gains on certain commodity derivatives (primarily reflecting the impact of a decrease in commodity prices), gains on certain currency derivatives (primarily reflecting the impact of changes in foreign exchange rates) and gains on certain interest rate derivatives (primarily reflecting a decrease in interest rates).
Transfers into level 3 derivatives during the three months ended March 2020 primarily reflected transfers of certain equity derivative liabilities from level 2 (principally due to increased significance of certain unobservable inputs used to value these derivatives).
Transfers out of level 3 derivatives during the three months ended March 2020 primarily reflected transfers of certain equity derivative liabilities to level 2 (principally due to increased transparency of certain unobservable volatility inputs used to value these derivatives).
 
Goldman Sachs September 2020March 2021 Form 10-Q 24

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The net unrealized losses on level 3 derivatives for the three months ended September 2020 were primarily attributable to losses on certain currency derivatives (primarily reflecting the impact of changes in foreign exchange rates) and losses on certain credit derivatives (primarily reflecting the impact of tighter credit spreads).
The drivers of transfers into level 3 derivatives during the three months ended September 2020 were not material.
Transfers out of level 3 derivatives during the three months ended September 2020 primarily reflected transfers of certain equity derivative assets to level 2 (principally due to increased transparency of certain volatility inputs used to value these derivatives).
Nine Months Ended September 2020.
The net realized and unrealized gains on level 3 derivatives of $1.61 billion (reflecting $142 million of net realized gains and $1.47 billion of net unrealized gains) for the nine months ended September 2020 included gains of $1.67 billion reported in market making and losses of $61 million reported in other principal transactions.
The net unrealized gains on level 3 derivatives for the nine months ended September 2020 were primarily attributable to gains on certain equity derivatives (primarily reflecting the impact of changes in underlying equity prices) and gains on certain interest rate derivatives (primarily reflecting the impact of a decrease in interest rates).
The drivers of both transfers into level 3 derivatives and out of level 3 derivatives during the nine months ended September 2020 were not material.
Three Months Ended September 2019.
The net realized and unrealized gains on level 3 derivatives of $237 million (reflecting $75 million of net realized gains and $162 million of net unrealized gains) for the three months ended September 2019 included gains/(losses) of $245 million reported in market making and $(8) million reported in other principal transactions.
The net unrealized gains on level 3 derivatives for the three months ended September 2019 were primarily attributable to gains on certain credit and interest rate derivatives (primarily reflecting the impact of a decrease in interest rates), partially offset by losses on certain currency derivatives (primarily reflecting the impact of a decrease in interest rates and changes in foreign exchange rates) and losses on certain equity derivatives (primarily reflecting the impact of an increase in equity prices).
The drivers of both transfers into level 3 derivatives and transfers out of level 3 derivatives during the three months ended September 2019 were not material.
Nine Months Ended September 2019.
The net realized and unrealized gains on level 3 derivatives of $40 million (reflecting $89 million of net realized gains and $49 million of net unrealized losses) for the nine months ended September 2019 included gains/(losses) of $99 million reported in market making and $(59) million reported in other principal transactions.
The net unrealized losses on level 3 derivatives for the nine months ended September 2019 were attributable to losses on certain equity derivatives (reflecting the impact of an increase in equity prices), losses on certain currency derivatives (primarily reflecting the impact of a decrease in interest rates and changes in foreign exchange rates), partially offset by gains on certain credit and interest rate derivatives (primarily reflecting the impact of a decrease in interest rates) and gains on certain commodity derivatives (reflecting the impact of changes in commodity prices).
Transfers into level 3 derivatives during the nine months ended September 2019 primarily reflected transfers of certain credit derivative assets from level 2 (primarily due to unobservable credit spread inputs becoming significant to the net risk of certain portfolios).
The drivers of transfers out of level 3 derivatives during the nine months ended September 2019 were not material.
25Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
OTC Derivatives
The table below presents OTC derivative assets and liabilities by tenor and major product type.
 
$ in millions
  Less than
1 Year
 
 
  1 - 5
Years
 
 
  Greater than
5 Years
 
 
 Total   Less than
1 Year
    1 - 5
Years
    Greater than
5 Years
    
Total
 
As of September 2020
    
As of March 2021
        
Assets
            
Interest rates
 
 
$  8,579
 
 
 
$21,362
 
 
 
$73,807
 
 
 
$103,748
 
 
 
$  8,236
 
 
 
$15,696
 
 
 
$60,957
 
 
 
$  84,889
 
Credit
 
 
685
 
 
 
3,532
 
 
 
3,989
 
 
 
8,206
 
 
 
1,662
 
 
 
2,177
 
 
 
3,638
 
 
 
7,477
 
Currencies
 
 
11,128
 
 
 
6,001
 
 
 
9,069
 
 
 
26,198
 
 
 
16,979
 
 
 
7,745
 
 
 
8,004
 
 
 
32,728
 
Commodities
 
 
3,244
 
 
 
1,916
 
 
 
542
 
 
 
5,702
 
 
 
4,488
 
 
 
1,904
 
 
 
403
 
 
 
6,795
 
Equities
 
 
8,406
 
 
 
10,223
 
 
 
2,204
 
 
 
20,833
 
 
 
8,813
 
 
 
12,612
 
 
 
1,849
 
 
 
23,274
 
Counterparty netting in tenors
 
 
(3,506
 
 
(4,047
 
 
(3,365
 
 
(10,918
 
 
(3,944
 
 
(3,568
 
 
(3,052
 
 
(10,564
Subtotal
 
 
$
28,536
 
 
 
$38,987
 
 
 
$86,246
 
 
 
$153,769
 
 
 
$36,234
 
 
 
$36,566
 
 
 
$71,799
 
 
 
$144,599
 
Cross-tenor counterparty netting
    
 
(20,089
       
 
(17,222
Cash collateral netting
       
 
(73,226
       
 
(63,649
Total OTC derivative assets
       
 
$  60,454
 
       
 
$  63,728
 
Liabilities
            
Interest rates
 
 
$  5,192
 
 
 
$12,242
 
 
 
$48,777
 
 
 
$  66,211
 
 
 
$  7,920
 
 
 
$11,835
 
 
 
$36,179
 
 
 
$  55,934
 
Credit
 
 
845
 
 
 
3,577
 
 
 
2,577
 
 
 
6,999
 
 
 
1,538
 
 
 
2,982
 
 
 
2,156
 
 
 
6,676
 
Currencies
 
 
11,282
 
 
 
7,237
 
 
 
6,013
 
 
 
24,532
 
 
 
16,009
 
 
 
5,941
 
 
 
4,924
 
 
 
26,874
 
Commodities
 
 
2,962
 
 
 
1,862
 
 
 
4,365
 
 
 
9,189
 
 
 
4,249
 
 
 
1,610
 
 
 
3,489
 
 
 
9,348
 
Equities
 
 
9,165
 
 
 
12,627
 
 
 
3,058
 
 
 
24,850
 
 
 
8,004
 
 
 
13,929
 
 
 
3,790
 
 
 
25,723
 
Counterparty netting in tenors
 
 
(3,506
 
 
(4,047
 
 
(3,365
 
 
(10,918
 
 
(3,944
 
 
(3,568
 
 
(3,052
 
 
(10,564
Subtotal
 
 
$25,940
 
 
 
$33,498
 
 
 
$61,425
 
 
 
$120,863
 
 
 
$33,776
 
 
 
$32,729
 
 
 
$47,486
 
 
 
$113,991
 
Cross-tenor counterparty netting
    
 
(20,089
       
 
(17,222
Cash collateral netting
       
 
(52,125
       
 
(52,072
Total OTC derivative liabilities
       
 
$  48,649
 
Total OTC derivative liabilities
      
 
$  44,697
 
As of December 2019
    
As of December 2020
        
Assets
            
Interest rates
 $  5,521  $15,183  $57,394  $  78,098   $  8,913   $20,145   $74,893   $103,951 
Credit
 678  3,259  3,183  7,120   822   3,270   3,302   7,394 
Currencies
 10,236  5,063  6,245  21,544   13,887   7,400   9,303   30,590 
Commodities
 2,507  1,212  302  4,021   2,998   1,466   488   4,952 
Equities
 7,332  4,509  1,294  13,135   12,182   12,590   1,807   26,579 
Counterparty netting in tenors
 (3,263 (3,673 (2,332 (9,268  (3,963  (4,458  (3,182  (11,603
Subtotal
 $23,011  $25,553  $66,086  $114,650   $34,839   $40,413   $86,611   $161,863 
Cross-tenor counterparty netting
    (15,639        (20,971
Cash collateral netting
       (56,000        (76,042
Total OTC derivative assets
       $  43,011         $  64,850 
Liabilities
            
Interest rates
 $  3,654  $  9,113  $36,470  $  49,237   $  5,687   $11,967   $49,301   $  66,955 
Credit
 1,368  4,052  1,760  7,180   1,268   3,462   2,177   6,907 
Currencies
 12,486  6,906  4,036  23,428   18,770   7,575   5,775   32,120 
Commodities
 2,796  1,950  3,804  8,550   3,455   1,545   4,315   9,315 
Equities
 5,755  7,381  3,367  16,503   9,702   14,095   3,986   27,783 
Counterparty netting in tenors
 (3,263 (3,673 (2,332 (9,268  (3,963  (4,458  (3,182  (11,603
Subtotal
 $22,796  $25,729  $47,105  $  95,630   $34,919   $34,186   $62,372   $131,477 
Cross-tenor counterparty netting
    (15,639        (20,971
Cash collateral netting
       (42,144        (59,169
Total OTC derivative liabilities
       $  37,847         $  51,337 
In the table above:
 
Tenor is based on remaining contractual maturity.
 
Counterparty netting within the same product type and tenor category is included within such product type and tenor category.
 
Counterparty netting across product types within the same tenor category is included in counterparty netting in tenors. Where the counterparty netting is across tenor categories, the netting is included in cross-tenor counterparty netting.
Credit Derivatives
The firm enters into a broad array of credit derivatives to facilitate client transactions and to manage the credit risk associated with market-making and investing and financing activities. Credit derivatives are actively managed based on the firm’s net risk position. Credit derivatives are generally individually negotiated contracts and can have various settlement and payment conventions. Credit events include failure to pay, bankruptcy, acceleration of indebtedness, restructuring, repudiation and dissolution of the reference entity.
The firm enters into the following types of credit derivatives:
 
Credit Default Swaps.
Single-name credit default swaps protect the buyer against the loss of principal on one or more bonds, loans or mortgages (reference obligations) in the event the issuer of the reference obligations suffers a credit event. The buyer of protection pays an initial or periodic premium to the seller and receives protection for the period of the contract. If there is no credit event, as defined in the contract, the seller of protection makes no payments to the buyer. If a credit event occurs, the seller of protection is required to make a payment to the buyer, calculated according to the terms of the contract.
 
Credit Options.
In a credit option, the option writer assumes the obligation to purchase or sell a reference obligation at a specified price or credit spread. The option purchaser buys the right, but does not assume the obligation, to sell the reference obligation to, or purchase it from, the option writer. The payments on credit options depend either on a particular credit spread or the price of the reference obligation.
 
Goldman Sachs September 2020 Form 10-Q25 26Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Credit Indices, Baskets and Tranches.
Credit derivatives may reference a basket of single-name credit default swaps or a broad-based index. If a credit event occurs in one of the underlying reference obligations, the protection seller pays the protection buyer. The payment is typically a
pro-rata
portion of the transaction’s total notional amount based on the underlying defaulted reference obligation. In certain transactions, the credit risk of a basket or index is separated into various portions (tranches), each having different levels of subordination. The most junior tranches cover initial defaults and once losses exceed the notional amount of these junior tranches, any excess loss is covered by the next most senior tranche.
Credit Indices, Baskets and Tranches.
Credit derivatives may reference a basket of single-name credit default swaps or a broad-based index. If a credit event occurs in one of the underlying reference obligations, the protection seller pays the protection buyer. The payment is typically a
pro-rata
portion of the transaction’s total notional amount based on the underlying defaulted reference obligation. In certain transactions, the credit risk of a basket or index is separated into various portions (tranches), each having different levels of subordination. The most junior tranches cover initial defaults and once losses exceed the notional amount of these junior tranches, any excess loss is covered by the next most senior tranche.
 
Total Return Swaps.
A total return swap transfers the risks relating to economic performance of a reference obligation from the protection buyer to the protection seller. Typically, the protection buyer receives a floating rate of interest and protection against any reduction in fair value of the reference obligation, and the protection seller receives the cash flows associated with the reference obligation, plus any increase in the fair value of the reference obligation.
The firm economically hedges its exposure to written credit derivatives primarily by entering into offsetting purchased credit derivatives with identical underliers. Substantially all of the firm’s purchased credit derivative transactions are with financial institutions and are subject to stringent collateral thresholds. In addition, upon the occurrence of a specified trigger event, the firm may take possession of the reference obligations underlying a particular written credit derivative, and consequently may, upon liquidation of the reference obligations, recover amounts on the underlying reference obligations in the event of default.
As of September 2020,March 2021, written credit derivatives had a total gross notional amount of $558.19$598.82 billion and purchased credit derivatives had a total gross notional amount of $607.73$638.50 billion, for total net notional purchased protection of $49.54$39.68 billion. As of December 2019,2020, written credit derivatives had a total gross notional amount of $522.57$515.85 billion and purchased credit derivatives had a total gross notional amount of $581.76$558.18 billion, for total net notional purchased protection of $59.19$42.33 billion. The firm’s written and purchased credit derivatives primarily consist of credit default swaps.
The table below presents information about credit derivatives.
 
 Credit Spread on Underlier (basis points)  Credit Spread on Underlier (basis points) 
 
$ in millions
 0 - 250   251 -
500
 
 
  501 -
1,000
 
 
  
 
Greater
than
1,000
 
 
 
 Total  
0 - 250
 
251 -
500
 
501 -
1,000
 
Greater
than
1,000
 
Total
 
As of September 2020
     
As of March 2021
          
Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
 
Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
 
Less than 1 year
 
 
$  98,080
 
 
 
$11,545
 
 
 
$  1,550
 
 
 
$  2,408
 
 
 
$113,583
 
 
 
$104,938
 
 
 
$  8,890
 
 
 
$    
    
787
 
 
 
$ 3,882
 
 
 
$118,497
 
1 – 5 years
 
 
296,222
 
 
 
25,444
 
 
 
16,824
 
 
 
12,623
 
 
 
351,113
 
 
 
347,792
 
 
 
24,907
 
 
 
7,115
 
 
 
3,173
 
 
 
382,987
 
Greater than 5 years
 
 
80,575
 
 
 
6,704
 
 
 
5,313
 
 
 
898
 
 
 
93,490
 
 
 
84,316
 
 
 
9,089
 
 
 
3,511
 
 
 
420
 
 
 
97,336
 
Total
 
 
$474,877
 
 
 
$43,693
 
 
 
$23,687
 
 
 
$15,929
 
 
 
$558,186
 
 
 
$537,046
 
 
 
$42,886
 
 
 
$11,413
 
 
 
$ 7,475
 
 
 
$598,820
 
Maximum Payout/Notional Amount of Purchased Credit Derivatives
Maximum Payout/Notional Amount of Purchased Credit Derivatives
 
 
Maximum Payout/Notional Amount of Purchased Credit Derivatives
 
Offsetting
 
 
$421,367
 
 
 
$33,354
 
 
 
$20,018
 
 
 
$15,043
 
 
 
$489,782
 
 
 
$463,033
 
 
 
$35,683
 
 
 
$  7,893
 
 
 
$ 6,966
 
 
 
$513,575
 
Other
 
 
$100,867
 
 
 
$11,085
 
 
 
$  3,932
 
 
 
$  2,062
 
 
 
$117,946
 
 
 
$110,732
 
 
 
$  9,417
 
 
 
$  4,040
 
 
 
$   
    
738
 
 
 
$124,927
 
Fair Value of Written Credit Derivatives
Fair Value of Written Credit Derivatives
 
Fair Value of Written Credit Derivatives
 
Asset
 
 
$    7,598
 
 
 
$    
 
428
 
 
 
$    
 
243
 
 
 
$    
 
171
 
 
 
$    8,440
 
 
 
$  11,208
 
 
 
$    
    
821
 
 
 
$    
    
429
 
 
 
$   
    
  60
 
 
 
$  12,518
 
Liability
 
 
1,116
 
 
 
774
 
 
 
1,942
 
 
 
3,357
 
 
 
7,189
 
 
 
762
 
 
 
1,029
 
 
 
856
 
 
 
1,932
 
 
 
4,579
 
Net asset/(liability)
 
 
$    6,482
 
 
 
$   
 
(346
 
 
$
 
(1,699
 
 
$
 
(3,186
 
 
$    1,251
 
 
 
$  10,446
 
 
 
$
    
  (208
 
 
$
    
  (427
 
 
$(1,872
 
 
$    7,939
 
As of December 2019
 
    
As of December 2020
          
Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
 
Maximum Payout/Notional Amount of Written Credit Derivatives by Tenor
 
Less than 1 year
 $143,566  $  7,155  $     759  $  2,953  $154,433   $  96,049   $  5,826   $    
    
450
   $
 
2,403
   $104,728 
1 – 5 years
 292,444  10,125  5,482  8,735  316,786   331,145   17,913   8,801   4,932   362,791 
Greater than 5 years
 48,109  2,260  427  554  51,350   44,132   3,839   272   88   48,331 
Total
 $484,119  $19,540  $  6,668  $12,242  $522,569   $471,326   $27,578   $  9,523   $
 
7,423
   $515,850 
Maximum Payout/Notional Amount of Purchased Credit Derivatives
Maximum Payout/Notional Amount of Purchased Credit Derivatives
 
 
Maximum Payout/Notional Amount of Purchased Credit Derivatives
 
Offsetting
 $395,127  $14,492  $  5,938  $10,543  $426,100   $407,315   $19,822   $  8,679   $
 
7,091
   $442,907 
Other
 $149,092  $  2,617  $  1,599  $  2,354  $155,662   $103,604   $  7,272   $  3,619   $  
 
 776
   $115,271 
Fair Value of Written Credit Derivatives
Fair Value of Written Credit Derivatives
 
Fair Value of Written Credit Derivatives
 
Asset
 $  13,103  $     446  $     160  $     202  $  13,911   $  10,302   $     638   $     256   $  
 
 118
   $  11,314 
Liability
 1,239  448  372  3,490  5,549   1,112   1,119   387   2,001   4,619 
Net asset/(liability)
 $  11,864  $        (2 $    (212 $ (3,288 $    8,362   $    9,190   $    (481  $    (131  $
 
(1,883
  $    6,695 
In the table above:
 
Fair values exclude the effects of both netting of receivable balances with payable balances under enforceable netting agreements, and netting of cash received or posted under enforceable credit support agreements, and therefore are not representative of the firm’s credit exposure.
Tenor is based on remaining contractual maturity.
The credit spread on the underlier, together with the tenor of the contract, are indicators of payment/performance risk. The firm is less likely to pay or otherwise be required to perform where the credit spread and the tenor are lower.
Offsetting purchased credit derivatives represent the notional amount of purchased credit derivatives that economically hedge written credit derivatives with identical underliers.
Other purchased credit derivatives represent the notional amount of all other purchased credit derivatives not included in offsetting.
 
Tenor is based on remaining contractual maturity.
The credit spread on the underlier, together with the tenor of the contract, are indicators of payment/performance risk. The firm is less likely to pay or otherwise be required to perform where the credit spread and the tenor are lower.
Offsetting purchased credit derivatives represent the notional amount of purchased credit derivatives that economically hedge written credit derivatives with identical underliers.
Other purchased credit derivatives represent the notional amount of all other purchased credit derivatives not included in offsetting.
27Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q26

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Impact of Credit and Funding Spreads on Derivatives
The firm realizes gains or losses on its derivative contracts. These gains or losses include credit valuation adjustments (CVA) relating to uncollateralized derivative assets and liabilities, which represents the gains or losses (including hedges) attributable to the impact of changes in credit exposure, counterparty credit spreads, liability funding spreads (which includes the firm’s own credit), probability of default and assumed recovery. These gains or losses also include funding valuation adjustments (FVA) relating to uncollateralized derivative assets, which represents the gains or losses (including hedges) attributable to the impact of changes in expected funding exposures and funding spreads.
The table below presents information about CVA and FVA.
 
  
            
   
            
 
 
 Three Months
Ended September
           Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
     2019    
 
2020
 
     2019  
 
2021
 
   2020 
CVA, net of hedges
 
 
$103
 
     $ 40   
 
$ 52
 
     $(158 
 
$
    
  (108
   $     271 
FVA, net of hedges
 
 
101
 
     (11   
 
(78
     261  
 
12
 
   (759
Total
 
 
$204
 
     $ 29    
 
$(26
     $ 103  
 
$
    
    (96
   $    (488
Bifurcated Embedded Derivatives
The table below presents the fair value and the notional amount of derivatives that have been bifurcated from their related borrowings.
 
  
            
   
            
 
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
March
2021
   December
2020
 
Fair value of assets
 
 
$  1,475
 
   $  1,148  
 
$  1,117
 
   $  1,450 
Fair value of liabilities
 
 
(1,094
   (1,717 
 
(1,295
   (1,220
Net asset/(liability)
 
 
$    
 
381
 
   $    (569 
 
$
    
  (178
   $     230 
Notional amount
 
 
$12,670
 
   $11,003  
 
$12,097
 
   $12,548 
In the table above, derivatives that have been bifurcated from their related borrowings are recorded at fair value and primarily consist of interest rate, equity and commodity products. These derivatives are included in unsecured short- and long-term borrowings, as well as other secured financings, with the related borrowings.
Derivatives with Credit-Related Contingent Features
Certain of the firm’s derivatives have been transacted under bilateral agreements with counterparties who may require the firm to post collateral or terminate the transactions based on changes in the firm’s credit ratings. The firm assesses the impact of these bilateral agreements by determining the collateral or termination payments that would occur assuming a downgrade by all rating agencies. A downgrade by any one rating agency, depending on the agency’s relative ratings of the firm at the time of the downgrade, may have an impact which is comparable to the impact of a downgrade by all rating agencies.
The table below presents information about net derivative liabilities under bilateral agreements (excluding collateral posted), the fair value of collateral posted and additional collateral or termination payments that could have been called by counterparties in the event of a
one-
or
two-notch
downgrade in the firm’s credit ratings.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Net derivative liabilities under bilateral agreements
 
 
$38,819
 
   $32,800  
 
$35,227
 
   $43,368 
Collateral posted
 
 
$34,104
 
   $28,510  
 
$29,177
 
   $35,296 
Additional collateral or termination payments:
        
One-notch
downgrade
 
 
$    
 
406
 
   $     358  
 
$    
    
192
 
   $     481 
Two-notch
downgrade
 
 
$    
 
912
 
   $  1,268  
 
$    
    
884
 
   $  1,388 
Hedge Accounting
The firm applies hedge accounting for (i) certain interest rate swaps used to manage the interest rate exposure of certain fixed-rate unsecured long- and short-term borrowings and certain fixed-rate certificates of deposit, (ii) foreign exchange forward contracts used to manage the foreign exchange risk of certain
available-for-sale
securities and (iii) certain foreign currency forward contracts and foreign currency-denominated debt used to manage foreign currency exposures on the firm’s net investment in certain
non-U.S.
operations.
To qualify for hedge accounting, the hedging instrument must be highly effective at reducing the risk from the exposure being hedged. Additionally, the firm must formally document the hedging relationship at inception and assess the hedging relationship at least on a quarterly basis to ensure the hedging instrument continues to be highly effective over the life of the hedging relationship.
Fair Value Hedges
The firm designates certain interest rate swaps as fair value hedges of certain fixed-rate unsecured long- and short-term debt and fixed-rate certificates of deposit. These interest rate swaps hedge changes in fair value attributable to the designated benchmark interest rate (e.g., London Interbank Offered Rate (LIBOR), Secured Overnight Financing Rate or Overnight Index Swap Rate), effectively converting a substantial portion of fixed-rate obligations into floating-rate obligations.
The firm applies a statistical method that utilizes regression analysis when assessing the effectiveness of these hedging relationships in achieving offsetting changes in the fair values of the hedging instrument and the risk being hedged (i.e., interest rate risk). An interest rate swap is considered highly effective in offsetting changes in fair value attributable to changes in the hedged risk when the regression analysis results in a coefficient of determination of 80% or greater and a slope between 80% and 125%.
 
Goldman Sachs September 2020 Form 10-Q27 28Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
For qualifying fair value hedges, gains or losses on derivatives are included in interest expense. The change in fair value of the hedged item attributable to the risk being hedged is reported as an adjustment to its carrying value (hedging adjustment) and is also included in interest expense. When a derivative is no longer designated as a hedge, any remaining difference between the carrying value and par value of the hedged item is amortized to interest expense over the remaining life of the hedged item using the effective interest method. See Note 23 for further information about interest income and interest expense.
The table below presents the gains/(losses) from interest rate derivatives accounted for as hedges and the related hedged borrowings and deposits, and total interest expense.
 
  Three Months
Ended September
    Nine Months
Ended September
 
$ in millions
 
 
2020
 
  2019       
 
2020
 
  2019 
Interest rate hedges
 
 
$(1,111
  $ 2,465   
 
$ 5,829
 
  $  6,054 
Hedged borrowings and deposits
 
 
$    916
 
  $(2,548  
 
$(6,327
  $
  
(6,366
Interest expense
 
 
$ 1,848
 
  $ 4,451    
 
$ 7,375
 
  $13,519 
In the table above, the difference between gains/(losses) from interest rate hedges and hedged borrowings and deposits was primarily due to the amortization of prepaid credit spreads resulting from the passage of time.
  
Three Months
Ended March
 
   
$ in millions
 
 
2021
 
   2020 
Interest rate hedges
 
 
$(5,405
   $ 6,586 
Hedged borrowings and deposits
 
 
$ 5,185
 
   $(6,679
Interest expense
 
 
$ 1,572
 
   $ 3,437 
The table below presents the carrying value of deposits and unsecured borrowings that are designated in a hedging relationship and the related cumulative hedging adjustment (increase/(decrease)) from current and prior hedging relationships included in such carrying values.
 
$ in millions
  Carrying
Value
 
 
   
 
Cumulative
Hedging
Adjustment
 
 
 
  Carrying
Value
 
 
   
 
Cumulative
Hedging
Adjustment
 
 
 
As of September 2020
   
As of March 2021
     
Deposits
 
 
$  17,963
 
  
 
$     806
 
 
 
$  16,036
 
  
 
$    
 
510
 
Unsecured short-term borrowings
 
 
$    6,685
 
  
 
$       45
 
 
 
$    3,099
 
  
 
$      
 
33
 
Unsecured long-term borrowings
 
 
$116,349
 
  
 
$12,799
 
 
 
$120,451
 
  
 
$  6,610
 
As of December 2019
   
As of December 2020
     
Deposits
 $  19,634    $     200   $  17,303    $     649 
Unsecured short-term borrowings
 $    6,008    $       28   $    5,976    $       53 
Unsecured long-term borrowings
 $  87,874    $  7,292   $115,242    $11,624 
In the table above, cumulative hedging adjustment included $5.25$6.50 billion as of September 2020March 2021 and $3.48$6.34 billion as of December 20192020 of hedging adjustments from prior hedging relationships that were
de-designated
and substantially all were related to unsecured long-term borrowings.
In addition,
cumulative hedging adjustments for items no longer designated in a hedging relationship were $792$239 million as of September 2020March 2021 and $425$489 million as of December 20192020 and substantially all were related to unsecured long-term borrowings.
DuringIn the third quarter of 2020, the firm designated certain foreign exchange forward contracts as fair value hedges of the foreign exchange risk of certain available-for-salenon-U.S. government securities classified as
available-for-sale.
See Note 8 for information about the amortized cost and fair value of such securities. The effectiveness of such hedges is assessed based on changes in spot rates. The carrying value of such losses on the hedges (relating to both spot and forward points) and the foreign exchange gains on the related
available-for-sale
securities was $635 million as of September 2020. Gains/(losses)were included in earnings from such hedgesmarket making and the related available-for-sale securities were not material for the three months ended September 2020.
March 2021.
Net Investment Hedges
The firm seeks to reduce the impact of fluctuations in foreign exchange rates on its net investments in certain
non-U.S.
operations through the use of foreign currency forward contracts and foreign currency-denominated debt. For foreign currency forward contracts designated as hedges, the effectiveness of the hedge is assessed based on the overall changes in the fair value of the forward contracts (i.e., based on changes in forward rates). For foreign currency-denominated debt designated as a hedge, the effectiveness of the hedge is assessed based on changes in spot rates. For qualifying net investment hedges, all gains or losses on the hedging instruments are included in currency translation.
The table below presents the gains/(losses) from net investment hedging.
 
 Three Months
Ended September
        Nine Months
Ended September
  Three Months
Ended March
 
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019  
 
2021
 
   2020 
Hedges:
            
Foreign currency forward contract
 
 
$(255
   $367   
 
$ 387
 
   $351  
 
$460
 
   $756 
Foreign currency-denominated debt
 
 
$(102
   $  26    
 
$(132
   $ (18 
 
$265
 
   $
  
(21
Gains or losses on individual net investments in
non-U.S.
operations are reclassified to earnings from accumulated other comprehensive income/(loss) when such net investments are sold or substantially liquidated. The gross and net gains and losses on hedges and the related net investments in
non-U.S.
operations reclassified to earnings from accumulated other comprehensive income/(loss) was not material for the three months ended September 2020 and was $61 million (reflecting a gain of $215 million related to hedges and a loss of $154 million on the related net investments in
non-U.S.
operations) for the nine months ended September 2020. The gain/(loss) reclassified to earnings from accumulated other comprehensive income waswere not material for both the three months ended March 2021 and nine months September 2019.March 2020.
The firm had designated $3.70$4.56 billion as of September 2020March 2021 and $3.05$4.97 billion as of December 20192020 of foreign currency-denominated debt, included in unsecured long- and short-term borrowings, as hedges of net investments in
non-U.S.
subsidiaries.
 
29Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q28

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Note 8.
Investments
 
Investments includes debt instruments and equity securities that are accounted for at fair value and are generally held by the firm in connection with its long-term investing activities. In addition, investments includes debt securities classified as
available-for-sale
and
held-to-maturity
that are generally held in connection with the firm’s asset-liability management activities. Investments also consists of equity securities that are accounted for under the equity method.
The table below presents information about investments.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Equity securities, at fair value
 
 
$19,102
 
   $22,163  
 
$19,442
 
   $19,781 
Debt instruments, at fair value
 
 
16,533
 
   16,570  
 
17,743
 
   16,981 
Available-for-sale
securities, at fair value
 
 
39,079
 
   19,094  
 
45,179
 
   46,016 
Investments, at fair value
 
 
74,714
 
   57,827  
 
82,364
 
   82,778 
Held-to-maturity
securities
 
 
5,771
 
   5,825  
 
5,265
 
   5,301 
Equity method investments
 
 
307
 
   285  
 
387
 
   366 
Total investments
 
 
$80,792
 
   $63,937  
 
$88,016
 
   $88,445 
Equity Securities and Debt Instruments, at Fair Value
Equity securities and debt instruments, at fair value are accounted for at fair value either under the fair value option or in accordance with other U.S. GAAP, and the related fair value gains and losses are recognized in earnings.
Equity Securities, at Fair Value.
Equity securities, at fair value consists of the firm’s public and private equity-related investments in corporate and real estate entities.
The table below presents information about equity securities, at fair value.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Equity securities, at fair value
 
 
$19,102
 
   $22,163  
 
$19,442
 
   $19,781 
Equity Type
        
Public equity
 
 
15%
 
   11%  
 
13%
 
   15% 
Private equity
 
 
85%
 
   89%  
 
87%
 
   85% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
Asset Class
        
Corporate
 
 
82%
 
   79%  
 
82%
 
   83% 
Real estate
 
 
18%
 
   21%  
 
18%
 
   17% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
In the table above:
 
Equity securities, at fair value included investments accounted for at fair value under the fair value option where the firm would otherwise apply the equity method of accounting of $6.72$6.36 billion as of September 2020March 2021 and $8.23$7.14 billion as of December 2019.2020. Gains recognized as a result of changes in the fair value of equity securities for which the fair value option was elected were $101was $419 million for the three months ended September 2020, $256March 2021 and $77 million for the three months ended September 2019, $277 million for the nine months ended September 2020 and $711 million for the nine months ended September 2019.March 2020. These gains are included in other principal transactions in the consolidated statements of earnings.
 
Equity securities, at fair value included $2.30$2.34 billion as of September 2020March 2021 and $3.22$2.35 billion as of December 20192020 of investments in funds that are measured at NAV.
Debt Instruments, at Fair Value.
Debt instruments, at fair value primarily includes mezzanine, senior and distressed debt.
The table below presents information about debt instruments, at fair value.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Corporate debt securities
 
 
$10,720
 
   $10,838  
 
$12,038
 
   $10,991 
Securities backed by real estate
 
 
1,870
 
   2,619  
 
1,871
 
   1,940 
Money market instruments
 
 
2,197
 
   1,681  
 
1,840
 
   2,185 
Other
 
 
1,746
 
   1,432  
 
1,994
 
   1,865 
Total
 
 
$16,533
 
   $16,570  
 
$17,743
 
   $16,981 
In the table above:
 
Money market instruments primarily includes time deposits and investments in money market funds, commercial paper and certificates of deposit.funds.
 
Other included $1.22$1.42 billion as of September 2020March 2021 and $983 million$1.31 billion as of December 20192020 of investments in credit funds that are measured at NAV.
 
Goldman Sachs September 2020 Form 10-Q29 30Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Investments in Funds at Net Asset Value Per Share.
Equity securities and debt instruments, at fair value include investments in funds that are measured at NAV of the investment fund. The firm uses NAV to measure the fair value of fund investments when (i) the fund investment does not have a readily determinable fair value and (ii) the NAV of the investment fund is calculated in a manner consistent with the measurement principles of investment company accounting, including measurement of the investments at fair value.
Substantially all of the firm’s investments in funds at NAV consist of investments in firm-sponsored private equity, credit, real estate and hedge funds where the firm
co-invests
with third-party investors.
Private equity funds primarily invest in a broad range of industries worldwide, including leveraged buyouts, recapitalizations, growth investments and distressed investments. Credit funds generally invest in loans and other fixed income instruments and are focused on providing private high-yield capital for leveraged and management buyout transactions, recapitalizations, financings, refinancings, acquisitions and restructurings for private equity firms, private family companies and corporate issuers. Real estate funds invest globally, primarily in real estate companies, loan portfolios, debt recapitalizations and property. Private equity, credit and real estate funds are
closed-end
funds in which the firm’s investments are generally not eligible for redemption. Distributions will be received from these funds as the underlying assets are liquidated or distributed, the timing of which is uncertain.
The firm also invests in hedge funds, primarily multi-disciplinary hedge funds that employ a fundamental
bottom-up
investment approach across various asset classes and strategies. The firm’s investments in hedge funds primarily include interests where the underlying assets are illiquid in nature, and proceeds from redemptions will not be received until the underlying assets are liquidated or distributed, the timing of which is uncertain.
Private equity, hedge and real estate funds described above are primarily “covered funds” as defined in the Volcker Rule of the U.S. Dodd-Frank Wall Street Reform and Consumer Protection Act (Dodd-Frank Act). The Board of Governors of the Federal Reserve System (FRB) extended the conformance period to July 2022 for the firm’s investments in, and relationships with, certain legacy “illiquid funds” (as defined in the Volcker Rule) that were in place prior to December 2013. This extension is applicable to substantially all of the firm’s remaining investments in, and relationships with, such covered funds. Substantially all of the credit funds described above are not covered funds.
The table below presents the fair value of investments in funds at NAV and the related unfunded commitments.
 
$ in millions
  Fair Value of
Investments
 
 
   Unfunded
Commitments
 
 
  Fair Value of
Investments
 
 
   Unfunded
Commitments
 
 
As of September 2020
   
As of March 2021
     
Private equity funds
 
 
$1,906
 
  
 
$
 
  553
 
 
 
$1,995
 
  
 
$  
    
553
 
Credit funds
 
 
1,220
 
  
 
756
 
 
 
1,420
 
  
 
787
 
Hedge funds
 
 
101
 
  
 
 
 
 
100
 
  
 
 
Real estate funds
 
 
290
 
  
 
217
 
 
 
243
 
  
 
214
 
Total
 
 
$3,517
 
  
 
$1,526
 
 
 
$3,758
 
  
 
$1,554
 
As of December 2019
   
As of December 2020
   
Private equity funds
 $2,767    $   765   $2,042    $   557 
Credit funds
 983    820   1,312    680 
Hedge funds
 125       102     
Real estate funds
 331    196   208    213 
Total
 $4,206    $1,781   $3,664    $1,450 
Available-for-Sale
Securities
Available-for-sale
securities are accounted for at fair value, and the related unrealized fair value gains and losses are included in accumulated other comprehensive income/(loss) unless designated in a fair value hedging relationship. See Note 7 for information about
available-for-sale
securities that are designated in a hedging relationship.
The table below presents information about
available-for-sale
securities by tenor.
$ in millions
  Amortized
Cost
 
 
   Fair
Value
 
 
  
 
Weighted
Average
Yield
 
 
 
As of March 2021
             
Less than 1 year
 
 
$      
 
25
 
  
 
$      
 
25
 
 
 
0.08%
 
1 year to 5 years
 
 
35,827
 
  
 
35,740
 
 
 
0.49%
 
5 years to 10 years
 
 
7,442
 
  
 
7,401
 
 
 
1.21%
 
Total U.S. government obligations
 
 
43,294
 
  
 
43,166
 
 
 
0.62%
 
 
5 years to 10 years
 
 
1,754
 
  
 
1,693
 
 
 
0.10%
 
Greater than 10 years
 
 
357
 
  
 
320
 
 
 
0.74%
 
Total non-U.S. government obligations
 
 
2,111
 
  
 
2,013
 
 
 
0.20%
 
Total
available-for-sale
securities
 
 
$45,405
 
  
 
$45,179
 
 
 
0.60%
 
 
As of December 2020
    
Less than 1 year
  $       25    $       25   0.08% 
1 year to 5 years
  35,831    36,158   0.70% 
5 years to 10 years
  7,454    7,732   1.19% 
Total U.S. government obligations
  43,310    43,915   0.78% 
 
5 years to 10 years
  1,739    1,744   0.10% 
Greater than 10 years
  353    357   0.74% 
Total
non-U.S.
government obligations
  2,092    2,101   0.21% 
Total
available-for-sale
securities
  $45,402    $46,016   0.76% 
$ in millions
  Amortized
Cost
 
 
  Fair
Value
 
 
  
 
Weighted
Average
Yield
 
 
 
As of September 2020
   
Less than 5 years
 
 
$29,352
 
 
 
$29,723
 
 
 
0.79%
 
Greater than 5 years
 
 
8,370
 
 
 
8,721
 
 
 
1.09%
 
Total U.S. government obligations
 
 
37,722
 
 
 
38,444
 
 
 
0.84%
 
 
Greater than 5 years
 
 
635
 
 
 
635
 
 
 
0.18%
 
Total Non-U.S. government obligations
 
 
635
 
 
 
635
 
 
 
0.18%
 
Total available-for-sale securities
 
 
$38,357
 
 
 
$39,079
 
 
 
0.84%
 
 
As of December 2019
   
Less than 5 years
  $14,063   $14,041   1.53% 
Greater than 5 years
  4,974   5,053   2.10% 
Total U.S. government obligations
  19,037   19,094   1.68% 
Total available-for-sale securities
  $19,037   $19,094   1.68% 
In the table above:
Available-for-sale
securities were classified in level 1 of the fair value hierarchy as of both September 2020March 2021 and December 2019.2020.
 
Substantially all available-for-sale securities
with a tenor of
less than 5 years mature within 1-5 years and substantially all available-for-sale securities
with a tenor of
greater than 5 years mature within 5-10 years as of September 2020.
The firm sold
available-for-sale
securities of $3.49$10.20 billion (realized gains of $319$130 million) during the ninethree months ended September 2020March 2021 and $8.08$1.45 billion (realized gains of $131$265 million) during the ninethree months ended September 2019.March 2020. Such gains were included in the consolidated statements of earnings.
 
31Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q30

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The gross unrealized gains included in accumulated other comprehensive income/(loss) were $724$262 million and the gross unrealized losses included in accumulated other comprehensive income/(loss) were $488 million as of September 2020March 2021. The gross unrealized gains included in accumulated other comprehensive income/(loss) were $631 million and $137 million as of December 2019. Thethe gross unrealized losses included in accumulated other comprehensive income/(loss) were not material as of both September 2020 and December 2019.2020.
 
Beginning in January 2020,
available-for-saleAvailable-for-sale
securities are reviewed to determine if an allowance for credit losses should be recorded in the consolidated statements of earnings. The firm considers various factors in such determination, including market conditions, changes in issuer credit ratings, severity of the unrealized losses, and the intent and ability to hold the security until recovery. See Note 3 for further information about the adoption of CECL. Prior to January 2020, such securities were reviewed for other-than-temporary impairment. The firm did not record any provision for credit losses on such securities during either the ninethree months ended September 2020 and there was no other-than-temporary impairment during the year ended December 2019.March 2021 or March 2020.
Fair Value of Investments by Level
The table below presents investments accounted for at fair value by level within the fair value hierarchy.
 
$ in millions
 Level 1    Level 2    Level 3    Total   Level 1   Level 2   Level 3   Total 
As of September 2020
       
As of March 2021
        
Government and agency obligations:
Government and agency obligations:
 
      
Government and agency obligations:
       
U.S.
 
 
$38,444
 
  
 
$
  
        –
 
  
 
  
      –
 
  
 
$38,444
 
 
 
$43,166
 
 
 
$         –
 
 
 
$         –
 
 
 
$43,166
 
Non-U.S.
 
 
640
 
  
 
62
 
  
 
 
  
 
702
 
 
 
2,015
 
 
 
49
 
 
 
 
 
 
2,064
 
Corporate debt securities
 
 
88
 
  
 
4,781
 
  
 
5,851
 
  
 
10,720
 
 
 
61
 
 
 
6,663
 
 
 
5,314
 
 
 
12,038
 
Securities backed by real estate
 
 
 
  
 
940
 
  
 
930
 
  
 
1,870
 
 
 
 
 
 
832
 
 
 
1,039
 
 
 
1,871
 
Money market instruments
 
 
771
 
  
 
1,426
 
  
 
 
  
 
2,197
 
 
 
787
 
 
 
1,053
 
 
 
 
 
 
1,840
 
Other debt obligations
 
 
 
  
 
4
 
  
 
455
 
  
 
459
 
 
 
 
 
 
 
 
 
523
 
 
 
523
 
Equity securities
 
 
173
 
  
 
6,594
 
  
 
10,038
 
  
 
16,805
 
 
 
554
 
 
 
6,377
 
 
 
10,173
 
 
 
17,104
 
Subtotal
 
 
$40,116
 
  
 
$13,807
 
  
 
$17,274
 
  
 
$71,197
 
 
 
$46,583
 
 
 
$14,974
 
 
 
$17,049
 
 
 
$78,606
 
Investments in funds at NAV
          
 
3,517
 
       
 
3,758
 
Total investments
          
 
$74,714
 
       
 
$82,364
 
As of December 2019
       
As of December 2020
        
Government and agency obligations:
Government and agency obligations:
 
      
Government and agency obligations:
       
U.S.
 $19,094    $       
   
    $       
   
    $19,094   $43,915   $         
 
   $         
 
   $43,915 
Non-U.S.
 
 
 
   36        36   2,109   48      2,157 
Corporate debt securities
 48    7,325    3,465    10,838   70   5,635   5,286   10,991 
Securities backed by real estate
      2,024    595    2,619      942   998   1,940 
Money market instruments
 732    949        1,681   781   1,404      2,185 
Other debt obligations
      94    319    413         497   497 
Equity securities
 251    7,786    10,903    18,940   517   7,270   9,642   17,429 
Subtotal
 $20,125    $18,214    $15,282    $53,621   $47,392   $15,299   $16,423   $79,114 
Investments in funds at NAV
           4,206         3,664 
Total investments
           $57,827         $82,778 
See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of investments.
Significant Unobservable Inputs
The table below presents the amount of level 3 investments, and ranges and weighted averages of significant unobservable inputs used to value such investments.
 
 Level 3 Assets and Range of Significant Unobservable
Inputs (Weighted Average) as of
  
As of March 2021
   As of December 2020 
   
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
Amount or
Range
 
 
 
 
Weighted
Average
 
 
       Amount or
Range
    Weighted
Average
 
 
Corporate debt securities
Corporate debt securities
 
  
Corporate debt securities
 
Level 3 assets
 
 
$5,851 
 
   $3,465   
 
$5,314
 
      $5,286   
Yield
 
 
4.7% to 33.4% (11.2%)
 
   5.5% to 29.8% (12.0%)  
 
7.0% to 22.0%
 
 
 
9.5%
 
    4.5% to 19.5%   10.2% 
Recovery rate
 
 
35.0% to 70.0% (54.3%)
 
   25.0% to 100.0% (68.5%)  
 
9.0% to 70.0%
 
 
 
52.3%
 
    10.0% to 70.0%   50.7% 
Duration (years)
 
 
1.8 to 8.0 (4.1)
 
   2.9 to 5.9 (5.0)  
 
2.4 to 7.5
 
 
 
4.4
 
    3.0 to 7.7   4.2 
Multiples
 
 
0.6x to 31.0x (7.4x)
 
   0.6x to 24.4x (7.0x)  
 
0.5x to 22.4x
 
 
 
7.6x
 
    0.6x to 29.3x   6.9x 
Securities backed by real estate
Securities backed by real estate
 
  
Securities backed by real estate
 
Level 3 assets
 
 
$930 
 
   $595   
 
$1,039
 
      $998   
Yield
 
 
10.0% to 53.7% (18.7%)
 
   9.4% to 20.3% (16.0%)  
 
8.3% to 20.3%
 
 
 
14.0%
 
    8.2% to 52.4%   17.5% 
Recovery rate 
 
N/A 
 
   33.1% to 34.4% (33.5%)  
 
19.4% to 57.8%
 
 
 
32.8%
 
    21.6% to 57.8%   33.7% 
Duration (years) 
 
0.6 to 3.7 (2.3)
 
   0.4 to 3.0 (0.9)  
 
0.6 to 3.0
 
 
 
1.5
 
    0.4 to 3.6   2.7 
Other debt obligations
Other debt obligations
 
  
Other debt obligations
 
Level 3 assets
 
 
$455 
 
   $319   
 
$523
 
      $497   
Yield
 
 
2.1% to 6.2% (3.4%)
 
   3.4% to 5.2% (4.5%)  
 
2.2% to 9.7%
 
 
 
4.0%
 
    1.7% to 6.2%   3.5% 
Duration (years)
 
 
0.5 to 10.3 (6.2)
 
   4.0 to 8.0 (6.7)  
 
1.6 to 9.8
 
 
 
6.0
 
    0.2 to 10.3   6.4 
Equity securities
Equity securities
 
  
Equity securities
 
Level 3 assets
 
 
$10,038 
 
   $10,903   
 
$10,173
 
      $9,642   
Multiples
 
 
0.8x to 26.9x (9.9x)
 
   0.8x to 36.0x (8.0x)  
 
0.5x to 36.6x
 
 
 
11.9x
 
    0.6x to 27.9x   9.0x 
Discount rate/yield
 
 
4.0% to 31.0% (13.8%)
 
   2.1% to 20.3% (13.4%)  
 
4.8% to 45.0%
 
 
 
14.1%
 
    4.0% to 38.5%   13.5% 
Capitalization rate
 
 
3.7% to 15.3% (6.5%)
 
   3.6% to 15.1% (6.1%)  
 
3.8% to 13.9%
 
 
 
6.2%
 
    3.7% to 14.1%   6.3% 
In the table above:
 
Ranges represent the significant unobservable inputs that were used in the valuation of each type of investment.
 
Weighted averages are calculated by weighting each input by the relative fair value of the investment.
 
The ranges and weighted averages of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one investment. For example, the highest multiple for private equity securities is appropriate for valuing a specific private equity security but may not be appropriate for valuing any other private equity security. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 investments.
 
Increases in yield, discount rate, capitalization rate or duration used in the valuation of level 3 investments would have resulted in a lower fair value measurement, while increases in recovery rate or multiples would have resulted in a higher fair value measurement as of both September 2020March 2021 and December 2019.2020. Due to the distinctive nature of each level 3 investment, the interrelationship of inputs is not necessarily uniform within each product type.
 
Goldman Sachs September 2020 Form 10-Q31 32Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Corporate debt securities, securities backed by real estate and other debt obligations are valued using discounted cash flows, and equity securities are valued using market comparables and discounted cash flows.
 
The fair value of any one instrument may be determined using multiple valuation techniques. For example, market comparables and discounted cash flows may be used together to determine fair value. Therefore, the level 3 balance encompasses both of these techniques
.
techniques.
Level 3 Rollforward
The table below presents a summary of the changes in fair value for level 3 investments.
 
 Three Months
Ended September
   Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019       
 
2020
 
 2019  
 
2021
 
   2020 
Beginning balance
 
 
$17,916
 
 $14,397   
 
$15,282
 
 $13,548  
 
$16,423
 
   $15,282 
Net realized gains/(losses)
 
 
128
 
 46   
 
238
 
 119  
 
205
 
   75 
Net unrealized gains/(losses)
 
 
534
 
 137   
 
(808
 684  
 
1,191
 
   (1,284
Purchases
 
 
405
 
 399   
 
1,250
 
 1,058  
 
397
 
   348 
Sales
 
 
(269
 (82  
 
(1,379
 (788 
 
(92
   (197
Settlements
 
 
(686
 (389  
 
(1,180
 (799 
 
(812
   (325
Transfers into level 3
 
 
230
 
 1,001   
 
5,373
 
 2,477  
 
901
 
   6,480 
Transfers out of level 3
 
 
(984
 (496   
 
(1,502
 (1,286 
 
(1,164
   (971
Ending balance
 
 
$17,274
 
 $15,013    
 
$17,274
 
 $15,013  
 
$17,049
 
   $19,408 
In the table above:
Changes in fair value are presented for all investments that are classified in level 3 as of the end of the period.
 
Net unrealized gains/(losses) relates to investments that were still held at
period-end.
Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If an investment was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.
 
Changes in fair value are presented for all investments that are classified in level 3 as of the end of the period.
Net unrealized gains/(losses) relates to investments that were still held at
period-end.
Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If an investment was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.
For level 3 investments, increases are shown as positive amounts, while decreases are shown as negative amounts.
The table below presents information, by product type, for investments included in the summary table above.
 
 Three Months
Ended September
   Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019       
 
2020
 
 2019  
 
2021
 
   2020 
Corporate debt securities
          
Beginning balance
 
 
$  6,572
 
 $  3,048   
 
$  3,465
 
 $  2,540  
 
$  5,286
 
   $  3,465 
Net realized gains/(losses)
 
 
48
 
 17   
 
115
 
 47  
 
151
 
   50 
Net unrealized gains/(losses)
 
 
142
 
 18   
 
(263
 114  
 
266
 
   (465
Purchases
 
 
137
 
 156   
 
401
 
 425  
 
159
 
   69 
Sales
 
 
(22
 (3  
 
(215
 (41 
 
(73
   (174
Settlements
 
 
(386
 (69  
 
(553
 (177 
 
(435
   (166
Transfers into level 3
 
 
121
 
 440   
 
3,234
 
 725  
 
519
 
   4,394 
Transfers out of level 3
 
 
(761
 (139   
 
(333
 (165 
 
(559
   (24
Ending balance
 
 
$  5,851
 
 $  3,468    
 
$  5,851
 
 $  3,468  
 
$  5,314
 
   $  7,149 
Securities backed by real estate
Securities backed by real estate
 
 
      
Beginning balance
 
 
$
  
   880
 
 $     395   
 
$
  
   595
 
 $     457  
 
$
  
   998
 
   $     595 
Net realized gains/(losses)
 
 
12
 
 7   
 
32
 
 19  
 
17
 
   6 
Net unrealized gains/(losses)
 
 
16
 
 (2  
 
(97
    
 
(4
   (72
Purchases
 
 
35
 
 6   
 
124
 
 14  
 
48
 
   52 
Sales
 
 
 
 (7  
 
 
 (10
Settlements
 
 
(11
 (17  
 
(43
 (70 
 
(107
   (12
Transfers into level 3
 
 
 
 59   
 
323
 
 59  
 
87
 
   206 
Transfers out of level 3
 
 
(2
 (71   
 
(4
 (99
Ending balance
 
 
$
  
   930
 
 $     370    
 
$
  
   930
 
 $     370  
 
$  1,039
 
   $     775 
Other debt obligations
      
Beginning balance
 
 
$
  
   429
 
 $     251   
 
$
  
   319
 
 $     216  
 
$
  
   497
 
   $     319 
Net realized gains/(losses)
 
 
4
 
     
 
10
 
    
 
3
 
   2 
Net unrealized gains/(losses)
 
 
3
 
     
 
 
 1  
 
(1
   19 
Purchases
 
 
27
 
 60   
 
45
 
 97  
 
30
 
    
Sales
 
 
(2
 (10  
 
(4
 (13 
 
(3
    
Settlements
 
 
(6
     
 
(9
    
 
(3
   (2
Transfers into level 3
 
 
 
      
 
94
 
    
 
 
   90 
Ending balance
 
 
$
  
   455
 
 $     301    
 
$
  
   455
 
 $     301  
 
$  
    
  523
 
   $     428 
Equity securities
      
Beginning balance
 
 
$10,035
 
 $10,703   
 
$10,903
 
 $10,335  
 
$  9,642
 
   $10,903 
Net realized gains/(losses)
 
 
64
 
 22   
 
81
 
 53  
 
34
 
   17 
Net unrealized gains/(losses)
 
 
373
 
 121   
 
(448
 569  
 
930
 
   (766
Purchases
 
 
206
 
 177   
 
680
 
 522  
 
160
 
   227 
Sales
 
 
(245
 (62  
 
(1,160
 (724 
 
(16
   (23
Settlements
 
 
(283
 (303  
 
(575
 (552 
 
(267
   (145
Transfers into level 3
 
 
109
 
 502   
 
1,722
 
 1,693  
 
295
 
   1,790 
Transfers out of level 3
 
 
(221
 (286   
 
(1,165
 (1,022 
 
(605
   (947
Ending balance
 
 
$10,038
 
 $10,874    
 
$10,038
 
 $10,874  
 
$10,173
 
   $11,056 
Level 3 Rollforward Commentary
Three Months Ended September 2020.March 2021.
The net realized and unrealized gains on level 3 investments of $662 million$1.40 billion (reflecting $128$205 million of net realized gains and $534 million$1.19 billion of net unrealized gains) for the three months ended September 2020March 2021 included gains of $584 million$1.34 billion reported in other principal transactions and $78$61 million reported in interest income.
The net unrealized gains on level 3 investments for the three months ended September 2020March 2021 primarily reflected gains on certain private equity securities and corporate debt securities (in each case, principally driven by corporate performance.
33Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Transfers into level 3 investments during the three months ended September 2020 primarily reflected transfers of certain corporate debt securities and private equity securities from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer transactions in these instruments.
Transfers out of level 3 investments during the three months ended September 2020 primarily reflected transfers of certain corporate debt securities to level 2, principally due to certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments, and certain private equity securities to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments.
Nine Months Ended September 2020.
The net realized and unrealized losses on level 3 investments of $570 million (reflecting $238 million of net realized gains and $808 million of net unrealized losses) for the nine months ended September 2020 included gains/(losses) of $(737) million reported in other principal transactions and $167 million reported in interest income.
The net unrealized losses on level 3 investments for the nine months ended September 2020 primarily reflected losses on certain private equity securitiescompany-specific events and corporate debt securities, principally driven by corporate performance.
Transfers into level 3 investments during the nine months ended September 2020 primarily reflected transfers of certain corporate debt securities and private equity securities from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer transactions in these instruments.
Transfers out of level 3 investments during the nine months ended September 2020 primarily reflected transfers of certain private equity securities to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments, and certain corporate debt securities to level 2, principally due to certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments.
Three Months Ended September 2019.
The net realized and unrealized gains on level 3 investments of $183 million (reflecting $46 million of net realized gains and $137 million of net unrealized gains) for the three months ended September 2019 included gains of $146 million reported in other principal transactions and $37 million reported in interest income.
The net unrealized gains on level 3 investments for the three months ended September 2019 primarily reflected gains on certain private equity securities, principally driven by corporate performance.
Transfers into level 3 investments during the three months ended September 2019 primarily reflected transfers of certain private equity securities and corporate debt instruments from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer transactions in these instruments.
Transfers out of level 3 investments during the three months ended September 2019 primarily reflected transfers of certain private equity securities and corporate debt instruments to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments.
Nine Months Ended September 2019.
The net realized and unrealized gains on level 3 investments of $803 million (reflecting $119 million of net realized gains and $684 million of net unrealized gains) for the nine months ended September 2019 included gains of $687 million reported in other principal transactions and $116 million reported in interest income.
The net unrealized gains on level 3 investments for the nine months ended September 2019 primarily reflected gains on certain private equity securities and corporate debt instruments, principally driven by corporate performance and company-specific events.
Transfers into level 3 investments during the nine months ended September 2019 primarily reflected transfers of certain private equity securities and corporate debt instruments from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer transactions in these instruments.
Transfers out of level 3 investments during the nine months ended September 2019 primarily reflected transfers of certain private equity securities and corporate debt instruments to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments.performance).
 
Goldman Sachs September 2020March 2021 Form 10-Q 3432

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Transfers into level 3 investments during the three months ended March 2021 primarily reflected transfers of certain corporate debt securities and private equity securities from level 2 (in each case, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments).
Transfers out of level 3 investments during the three months ended March 2021 primarily reflected transfers of certain private equity securities to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments) and transfers of certain corporate debt securities to level 2 (principally due to certain unobservable yield and duration inputs no longer being significant to the valuation of these instruments, and increased price transparency as a result of market evidence, including market transactions in these instruments).
Three Months Ended March 2020.
The net realized and unrealized losses on level 3 investments of $1.21 billion (reflecting $75 million of net realized gains and $1.28 billion of net unrealized losses) for the three months ended March 2020 included gains/(losses) of $(1.29) billion reported in other principal transactions and $77 million reported in interest income.
The net unrealized losses on level 3 investments for the three months ended March 2020 primarily reflected losses on certain private equity securities and corporate debt securities (in each case, principally driven by weak corporate performance).
Transfers into level 3 investments during the three months ended March 2020 primarily reflected transfers of certain corporate debt securities and private equity securities from level 2 (in each case, principally due to certain unobservable yield and duration inputs becoming significant to the valuation of these instruments and as a result of a lack of market evidence, including fewer transactions in these instruments).
Transfers out of level 3 investments during the three months ended March 2020 primarily reflected transfers of certain private equity securities to level 2 (principally due to increased price transparency as a result of market evidence, including market transactions in these instruments).
Held-to-Maturity
Securities
Held-to-maturity
securities are accounted for at amortized cost.
The table below presents information about
held-to-maturity
securities by type and tenor.
 
$ in millions
 
 
Amortized
Cost
 
 
 
 
Fair
Value
 
 
  
Weighted
Average
Yield
 
 
 
As of September 2020
   
Less than 5 years
 
 
$3,530
 
 
 
$3,727
 
 
 
2.40%
 
Greater than 5 years
 
 
1,522
 
 
 
1,679
 
 
 
2.25%
 
Total U.S. government obligations
 
 
5,052
 
 
 
5,406
 
 
 
2.35%
 
 
Greater than 5 years
 
 
719
 
 
 
733
 
 
 
1.11%
 
Total securities backed by real estate
 
 
719
 
 
 
733
 
 
 
1.11%
 
Total
held-to-maturity
securities
 
 
$5,771
 
 
 
$6,139
 
 
 
2.20%
 
 
As of December 2019
   
Less than 5 years
  $3,534   $3,613   2.40% 
Greater than 5 years
  1,534   1,576   2.25% 
Total U.S. government obligations
  5,068   5,189   2.35% 
 
Less than 5 years
  6   6   4.16% 
Greater than 5 years
  751   769   1.67% 
Total securities backed by real estate
  757   775   1.69% 
Total
held-to-maturity
securities
  $5,825   $5,964   2.27% 
$ in millions
  Amortized
Cost
 
 
   Fair
Value
 
 
   
 
Weighted
Average
Yield
 
 
 
As of March 2021
              
Less than 1 year
 
 
$
  
 504
 
  
 
$
  
 513
 
  
 
2.53%
 
1 year to 5 years
 
 
4,041
 
  
 
4,280
 
  
 
2.30%
 
Total U.S. government obligations
 
 
4,545
 
  
 
4,793
 
  
 
2.33%
 
 
5 years to 10 years
 
 
4
 
  
 
3
 
  
 
2.59%
 
Greater than 10 years
 
 
716
 
  
 
738
 
  
 
1.09%
 
Total securities backed by real estate
 
 
720
 
  
 
741
 
  
 
1.10%
 
Total
held-to-maturity
securities
 
 
$5,265
 
  
 
$5,534
 
  
 
2.16%
 
 
As of December 2020
              
Less than 1 year
  $   501    $   513    2.53% 
1 year to 5 years
  2,529    2,695    2.34% 
5 years to 10 years
  1,531    1,675    2.25% 
Total U.S. government obligations
  4,561    4,883    2.33% 
 
5 years to 10 years
  4    3    2.56% 
Greater than 10 years
  736    751    1.08% 
Total securities backed by real estate
  740    754    1.08% 
Total
held-to-maturity
securities
  $5,301    $5,637    2.15% 
In the table above:
 
Substantially all of the securities backed by real estate consist of securities backed by residential real estate.
 
As these securities are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these securities been included in the firm’s fair value hierarchy, U.S. government obligations would have been classified in level 1 and substantially all securities backed by real estate would have been primarily classified in level 2 of the fair value hierarchy as of both September 2020March 2021 and December 2019.2020.
 
The gross unrealized gains were $372$270 million as of September 2020March 2021 and $141$340 million as of December 2019.2020. The gross unrealized losses were 0t material as of both September 2020March 2021 and December 2019.2020.
 
Beginning in January 2020,
held-to-maturityHeld-to-maturity
securities are reviewed to determine if an allowance for credit losslosses should be recorded in the consolidated statements of earnings. The firm considers various factors in such determination, including market conditions, changes in issuer credit ratings, historical credit losses and sovereign guarantees. See Note 3 for further information about the adoption of CECL. Prior to January 2020, such securities were reviewed for other-than-temporary impairment. Provision for credit losses on such securities was not material during the ninethree months ended September 2020March 2021 and there was no other-than-temporary impairmentthe firm did not record any such provision during the yearthree months ended December 2019.March 2020.
33Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Note 9.
Loans
Loans include (i) loans held for investment that are accounted for at amortized cost net of allowance for loan losses or at fair value under the fair value option and (ii) loans held for sale that are accounted for at the lower of cost or fair value. Interest on loans is recognized over the life of the loan and is recorded on an accrual basis.
The table below presents information about loans.
 
$ in millions
  Amortized
Cost
 
 
  Fair
Value
 
 
   Held For
Sale
 
 
  
 
Total
 
  Amortized
Cost
 
 
  Fair
Value
 
 
  Held For
Sale
 
 
  Total 
As of September 2020
      
As of March 2021
        
Loan Type
              
Corporate
 
 
$47,583
 
 
 
$  2,856
 
  
 
$1,026
 
  
 
$  51,465
 
 
 
$  43,483
 
 
 
$  3,025
 
 
 
$  
    
987
 
 
 
$  47,495
 
Wealth management
 
 
21,799
 
 
 
8,037
 
  
 
 
  
 
29,836
 
 
 
27,804
 
 
 
7,702
 
 
 
 
 
 
35,506
 
Commercial real estate
 
 
15,421
 
 
 
1,980
 
  
 
976
 
  
 
18,377
 
 
 
17,016
 
 
 
1,799
 
 
 
1,847
 
 
 
20,662
 
Residential real estate
 
 
4,236
 
 
 
446
 
  
 
23
 
  
 
4,705
 
 
 
8,337
 
 
 
455
 
 
 
18
 
 
 
8,810
 
Consumer:
              
Installment
 
 
4,112
 
 
 
 
  
 
 
  
 
4,112
 
 
 
3,477
 
 
 
 
 
 
 
 
 
3,477
 
Credit cards
 
 
2,908
 
 
 
 
  
 
 
  
 
2,908
 
 
 
4,376
 
 
 
 
 
 
 
 
 
4,376
 
Other
 
 
3,111
 
 
 
562
 
  
 
481
 
  
 
4,154
 
 
 
3,622
 
 
 
501
 
 
 
327
 
 
 
4,450
 
Total loans, gross
 
 
99,170
 
 
 
13,881
 
  
 
2,506
 
  
 
115,557
 
 
 
108,115
 
 
 
13,482
 
 
 
3,179
 
 
 
124,776
 
Allowance for loan losses
 
 
(3,714
 
 
 
  
 
 
  
 
(3,714
 
 
(3,515
 
 
 
 
 
 
 
 
(3,515
Total loans
 
 
$95,456
 
 
 
$13,881
 
  
 
$2,506
 
  
 
$111,843
 
 
 
$104,600
 
 
 
$13,482
 
 
 
$3,179
 
 
 
$121,261
 
As of December 2019
      
As of December 2020
        
Loan Type
              
Corporate
 $41,129  $  3,224    $1,954    $  46,307   $  44,778   $  2,751   $1,130   $  48,659 
Wealth management
 20,116  7,824        27,940   25,151   7,872      33,023 
Commercial real estate
 13,258  1,876    2,609    17,743   17,096   1,961   1,233   20,290 
Residential real estate
 6,132  792    34    6,958   5,236   494   20   5,750 
Consumer:
              
Installment
 4,747           4,747   3,823         3,823 
Credit cards
 1,858           1,858   4,270         4,270 
Other
 3,396  670    726    4,792   3,211   547   416   4,174 
Total loans, gross
 90,636  14,386    5,323    110,345   103,565   13,625   2,799   119,989 
Allowance for loan losses
 (1,441          (1,441  (3,874        (3,874
Total loans
 $89,195  $14,386    $5,323    $108,904   $  99,691   $13,625   $2,799   $116,115 
The following is a description of the loan types in the table above:
 
Corporate.
Corporate loans includes term loans, revolving lines of credit, letter of credit facilities and bridge loans, and are principally used for operating and general corporate purposes, or in connection with acquisitions. Corporate loans may be secured or unsecured, depending on the loan purpose, the risk profile of the borrower and other factors.
 
Wealth Management.
Wealth management loans includes loans extended to private bank clients, including wealth management and other clients. These loans are used to finance investments in both financial and nonfinancial assets, bridge cash flow timing gaps or provide liquidity for other needs. Substantially all of such loans are secured by securities, residential real estate, commercial real estate or other assets.
35Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Commercial Real Estate.
Commercial real estate loans includesinclude originated loans extended by the firm (other than those extended to private bank clients) that are directly or indirectly secured by hotels, retail stores, multifamily housing complexes and commercial and industrial properties. Commercial real estate loans also includes loans extended to clients who warehouse assets that are directly or indirectly backed by commercial real estate. In addition, commercial real estate includes loans purchased by the firm.
 
Residential Real Estate.
Residential real estate loans primarily includes loans extended by the firm to clients (other than those extended to private bank clients) who warehouse assets that are directly or indirectly secured by residential real estate and loans purchased by the firm.
 
Installment.
Installment loans are unsecured and are originated by the firm.
 
Credit Cards.
Credit card loans are loans made pursuant to revolving lines of credit issued to consumers by the firm.
 
Other.
Other loans primarily includes loans extended to clients who warehouse assets that are directly or indirectly secured by consumer loans, including auto loans and private student loans. Other loans also includes unsecured consumer and credit card loans purchased by the firm.
Loans accounted for at amortized cost included PCI loans with a carrying value of $1.62 billion (outstanding principal balance of $3.23 billion and accretable yield of $220 million) as of December 2019, which were secured by commercial and residential real estate. In January 2020, the firm elected the fair value option for these PCI loans in accordance with ASU
No. 2016-13.
These loans were primarily transferred to trading assets. See Note 3 for further information about adoption of this ASU.
Credit Quality
Risk Assessment.
The firm’s risk assessment process includes evaluating the credit quality of its loans. For corporate loans and a majority of wealth management, real estate and other loans, the firm performs credit reviews which include initial and ongoing analyses of its borrowers, resulting in an internal credit rating. A credit review is an independent analysis of the capacity and willingness of a borrower to meet its financial obligations and is performed on an annual basis or more frequently if circumstances change that indicate that a review may be necessary. The determination of internal credit ratings also incorporates assumptions with respect to the nature of and outlook for the borrower’s industry and the economic environment.
The table below presents gross loans by an internally determined public rating agency equivalent or other credit metrics and the concentration of secured and unsecured loans.
$ in millions
  Investment-
Grade
 
 
  
Non-Investment-
Grade
 
 
 
 
Other/
Unrated

 
 
 
Total
 
As of September 2020
 
   
Accounting Method
 
   
Amortized cost
 
 
$31,487
 
 
 
$57,168
 
 
 
$10,515
 
 
 
$  99,170
 
Fair value
 
 
2,068
 
 
 
5,863
 
 
 
5,950
 
 
 
13,881
 
Held for sale
 
 
466
 
 
 
1,564
 
 
 
476
 
 
 
2,506
 
Total
 
 
$34,021
 
 
 
$64,595
 
 
 
$16,941
 
 
 
$115,557
 
 
Loan Type
    
Corporate
 
 
$10,880
 
 
 
$39,972
 
 
 
$
     
613
 
 
 
$  51,465
 
Wealth management
 
 
19,333
 
 
 
4,923
 
 
 
5,580
 
 
 
29,836
 
Real estate:
    
Commercial
 
 
1,468
 
 
 
15,922
 
 
 
987
 
 
 
18,377
 
Residential
 
 
689
 
 
 
2,796
 
 
 
1,220
 
 
 
4,705
 
Consumer:
    
Installment
 
 
 
 
 
 
 
 
4,112
 
 
 
4,112
 
Credit cards
 
 
 
 
 
 
 
 
2,908
 
 
 
2,908
 
Other
 
 
1,651
 
 
 
982
 
 
 
1,521
 
 
 
4,154
 
Total
 
 
$34,021
 
 
 
$64,595
 
 
 
$16,941
 
 
 
$115,557
 
 
Secured
 
 
79%
 
 
 
91%
 
 
 
48%
 
 
 
81%
 
Unsecured
 
 
21%
 
 
 
9%
 
 
 
52%
 
 
 
19%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
As of December 2019
 
   
Accounting Method
 
   
Amortized cost
  $30,266   $51,222   $  9,148   $  90,636 
Fair value
  2,844   5,174   6,368   14,386 
Held for sale
  323   4,368   632   5,323 
Total
  $33,433   $60,764   $16,148   $110,345 
 
Loan Type
    
Corporate
  $10,507   $35,509   $     291   $  46,307 
Wealth management
  20,001   3,576   4,363   27,940 
Real estate:
    
Commercial
  306   15,997   1,440   17,743 
Residential
  244   4,600   2,114   6,958 
Consumer:
    
Installment
        4,747   4,747 
Credit cards
        1,858   1,858 
Other
  2,375   1,082   1,335   4,792 
Total
  $33,433   $60,764   $16,148   $110,345 
 
Secured
  83%   91%   54%   83% 
Unsecured
  17%   9%   46%   17% 
Total
  100%   100%   100%   100% 
 
Goldman Sachs September 2020March 2021 Form 10-Q 3634

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents gross loans by an internally determined public rating agency equivalent or other credit metrics and the concentration of secured and unsecured loans.
$ in millions
  Investment-
Grade
 
 
  
Non-Investment-

Grade
 
 
  Other Metrics/
Unrated
 
 
  Total 
As of March 2021
                
Accounting Method
                
Amortized cost
 
 
$36,914
 
 
 
$59,595
 
 
 
$11,606
 
 
 
$108,115
 
Fair value
 
 
2,392
 
 
 
5,802
 
 
 
5,288
 
 
 
13,482
 
Held for sale
 
 
322
 
 
 
2,496
 
 
 
361
 
 
 
3,179
 
Total
 
 
$39,628
 
 
 
$67,893
 
 
 
$17,255
 
 
 
$124,776
 
 
Loan Type
    
Corporate
 
 
$10,210
 
 
 
$36,920
 
 
 
$    
    
365
 
 
 
$  47,495
 
Wealth management
 
 
24,829
 
 
 
4,995
 
 
 
5,682
 
 
 
35,506
 
Real estate:
                
Commercial
 
 
1,894
 
 
 
17,925
 
 
 
843
 
 
 
20,662
 
Residential
 
 
539
 
 
 
7,092
 
 
 
1,179
 
 
 
8,810
 
Consumer:
                
Installment
 
 
 
 
 
 
 
 
3,477
 
 
 
3,477
 
Credit cards
 
 
 
 
 
 
 
 
4,376
 
 
 
4,376
 
Other
 
 
2,156
 
 
 
961
 
 
 
1,333
 
 
 
4,450
 
Total
 
 
$39,628
 
 
 
$67,893
 
 
 
$17,255
 
 
 
$124,776
 
Secured
 
 
84%
 
 
 
92%
 
 
 
45%
 
 
 
83%
 
Unsecured
 
 
16%
 
 
 
8%
 
 
 
55%
 
 
 
17%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
As of December 2020
                
Accounting Method
                
Amortized cost
  $33,532   $58,250   $11,783   $103,565 
Fair value
  2,084   5,925   5,616   13,625 
Held for sale
  224   2,152   423   2,799 
Total
  $35,840   $66,327   $17,822   $119,989 
 
Loan Type
    
Corporate
  $  9,478   $38,704   $     477   $  48,659 
Wealth management
  22,098   5,331   5,594   33,023 
Real estate:
                
Commercial
  1,792   17,480   1,018   20,290 
Residential
  636   3,852   1,262   5,750 
Consumer:
                
Installment
        3,823   3,823 
Credit cards
        4,270   4,270 
Other
  1,836   960   1,378   4,174 
Total
  $35,840   $66,327   $17,822   $119,989 
Secured
  83%   90%   46%   82% 
Unsecured
  17%   10%   54%   18% 
Total
  100%   100%   100%   100% 
In the table above, other/above:
Wealth management loans included in the other metrics/unrated category primarily consists of loans include installmentbacked by residential real estate and credit cardsecurities, and real estate loans included in the other metrics/unrated category primarily consists of $7.02 billionpurchased loans. The firm’s risk assessment process for these loans includes reviewing certain key metrics, such as of September 2020 and $6.61 billion as of December 2019 for which an important credit-quality indicator isloan-to-value ratio, delinquency status, collateral values, expected cash flows, the Fair Isaac Corporation (FICO) credit score (which measures a borrower’s creditworthiness by considering factors such as payment and credit history). and other risk factors.
For installment and credit card loans included in the other metrics/unrated category, an important credit-quality indicator is the FICO credit score. FICO credit scores are periodically refreshed by the firm to assess the updated creditworthiness of the borrower. See “Vintage” below for information about installment and credit card loans by FICO credit scores. The vast majority of the remaining loans of $9.92 billion as of September 2020 and $9.54 billion as of December 2019 included in the other/unrated category are secured. These loans primarily consist of wealth management loans backed by residential real estate and securities, and purchased real estate-backed loans. The firm’s risk assessment process for such loans includes reviewing certain key metrics, such as
loan-to-value
ratio, delinquency status, collateral values, expected cash flows and other risk factors.
The firm also assigns a regulatory risk rating to its loans based on the definitions provided by the U.S. federal bank regulatory agencies. Total loans included 86%87% of loans as of September 2020March 2021 and 91%85% of loans as of December 20192020 that were rated
pass/non-criticized.
35Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Vintage.
The tabletables below presentspresent gross loans accounted for at amortized cost (excluding installment and credit card loans) by an internally determined public rating agency equivalent or other credit metrics and origination year for term loans.
 
 
As of September 2020
  
As of March 2021
 
 
$ in millions
 
 
Investment-
Grade
 
 
 
 
Non-Investment-
Grade
 
 
 
 
Other/
Unrated
 
 
 
 
Total
 
 
 
Investment-
Grade
 
 
 
 
Non-Investment-

Grade
 
 
 
 

 
Other
Metrics/
Unrated
 
 
 
 
 
Total
 
2021
 
 
$     512
 
 
 
$  1,772
 
 
 
$       –
 
 
 
$    2,284
 
2020
 
 
$  2,355
 
 
 
$  5,465
 
 
 
$  
 
146
 
 
 
$  7,966
 
 
 
1,878
 
 
 
6,685
 
 
 
 
 
 
8,563
 
2019
 
 
995
 
 
 
7,005
 
 
 
 
 
 
8,000
 
 
 
1,360
 
 
 
5,660
 
 
 
 
 
 
7,020
 
2018
 
 
2,155
 
 
 
3,797
 
 
 
 
 
 
5,952
 
 
 
1,884
 
 
 
3,237
 
 
 
 
 
 
5,121
 
2017
 
 
891
 
 
 
3,276
 
 
 
 
 
 
4,167
 
 
 
701
 
 
 
2,764
 
 
 
 
 
 
3,465
 
2016
 
 
271
 
 
 
1,495
 
 
 
 
 
 
1,766
 
2015 or earlier
 
 
376
 
 
 
2,296
 
 
 
 
 
 
2,672
 
2016 or earlier
 
 
419
 
 
 
2,905
 
 
 
 
 
 
3,324
 
Revolving
 
 
3,541
 
 
 
13,428
 
 
 
91
 
 
 
17,060
 
 
 
2,876
 
 
 
10,685
 
 
 
145
 
 
 
13,706
 
Corporate
 
 
10,584
 
 
 
36,762
 
 
 
237
 
 
 
47,583
 
 
 
9,630
 
 
 
33,708
 
 
 
145
 
 
 
43,483
 
2021
 
 
189
 
 
 
40
 
 
 
101
 
 
 
330
 
2020
 
 
372
 
 
 
239
 
 
 
 
 
 
611
 
 
 
519
 
 
 
222
 
 
 
 
 
 
741
 
2019
 
 
683
 
 
 
403
 
 
 
 
 
 
1,086
 
 
 
719
 
 
 
431
 
 
 
 
 
 
1,150
 
2018
 
 
413
 
 
 
76
 
 
 
 
 
 
489
 
 
 
323
 
 
 
90
 
 
 
 
 
 
413
 
2017
 
 
380
 
 
 
76
 
 
 
 
 
 
456
 
 
 
374
 
 
 
31
 
 
 
 
 
 
405
 
2016
 
 
22
 
 
 
21
 
 
 
 
 
 
43
 
2015 or earlier
 
 
519
 
 
 
265
 
 
 
 
 
 
784
 
2016 or earlier
 
 
549
 
 
 
303
 
 
 
 
 
 
852
 
Revolving
 
 
15,338
 
 
 
1,851
 
 
 
1,141
 
 
 
18,330
 
 
 
20,618
 
 
 
1,780
 
 
 
1,515
 
 
 
23,913
 
Wealth management
 
 
17,727
 
 
 
2,931
 
 
 
1,141
 
 
 
21,799
 
 
 
23,291
 
 
 
2,897
 
 
 
1,616
 
 
 
27,804
 
2021
 
 
191
 
 
 
1,411
 
 
 
1
 
 
 
1,603
 
2020
 
 
538
 
 
 
2,217
 
 
 
45
 
 
 
2,800
 
 
 
749
 
 
 
3,051
 
 
 
17
 
 
 
3,817
 
2019
 
 
24
 
 
 
2,096
 
 
 
 
 
 
2,120
 
 
 
76
 
 
 
1,911
 
 
 
 
 
 
1,987
 
2018
 
 
213
 
 
 
2,170
 
 
 
16
 
 
 
2,399
 
 
 
132
 
 
 
1,950
 
 
 
8
 
 
 
2,090
 
2017
 
 
18
 
 
 
1,779
 
 
 
12
 
 
 
1,809
 
 
 
26
 
 
 
1,595
 
 
 
11
 
 
 
1,632
 
2016
 
 
 
 
 
186
 
 
 
9
 
 
 
195
 
2015 or earlier
 
 
 
 
 
819
 
 
 
491
 
 
 
1,310
 
2016 or earlier
 
 
 
 
 
897
 
 
 
493
 
 
 
1,390
 
Revolving
 
 
127
 
 
 
4,661
 
 
 
 
 
 
4,788
 
 
 
193
 
 
 
4,304
 
 
 
 
 
 
4,497
 
Commercial real estate
 
 
920
 
 
 
13,928
 
 
 
573
 
 
 
15,421
 
 
 
1,367
 
 
 
15,119
 
 
 
530
 
 
 
17,016
 
2021
 
 
 
 
 
207
 
 
 
32
 
 
 
239
 
2020
 
 
530
 
 
 
1,063
 
 
 
90
 
 
 
1,683
 
 
 
384
 
 
 
869
 
 
 
124
 
 
 
1,377
 
2019
 
 
 
 
 
227
 
 
 
256
 
 
 
483
 
 
 
 
 
 
45
 
 
 
235
 
 
 
280
 
2018
 
 
 
 
 
143
 
 
 
369
 
 
 
512
 
 
 
 
 
 
106
 
 
 
205
 
 
 
311
 
2017
 
 
8
 
 
 
62
 
 
 
75
 
 
 
145
 
 
 
8
 
 
 
53
 
 
 
144
 
 
 
205
 
2016
 
 
 
 
 
2
 
 
 
 
 
 
2
 
2015 or earlier
 
 
 
 
 
 
 
 
84
 
 
 
84
 
2016 or earlier
 
 
 
 
 
1
 
 
 
66
 
 
 
67
 
Revolving
 
 
150
 
 
 
1,177
 
 
 
 
 
 
1,327
 
 
 
147
 
 
 
5,709
 
 
 
2
 
 
 
5,858
 
Residential real estate
 
 
688
 
 
 
2,674
 
 
 
874
 
 
 
4,236
 
 
 
539
 
 
 
6,990
 
 
 
808
 
 
 
8,337
 
2021
 
 
 
 
 
33
 
 
 
61
 
 
 
94
 
2020
 
 
260
 
 
 
18
 
 
 
502
 
 
 
780
 
 
 
 
 
 
75
 
 
 
444
 
 
 
519
 
2019
 
 
 
 
 
76
 
 
 
64
 
 
 
140
 
 
 
 
 
 
34
 
 
 
26
 
 
 
60
 
2018
 
 
 
 
 
52
 
 
 
 
 
 
52
 
 
 
 
 
 
198
 
 
 
31
 
 
 
229
 
2017
 
 
 
 
 
9
 
 
 
 
 
 
9
 
 
 
 
 
 
7
 
 
 
 
 
 
7
 
Revolving
 
 
1,308
 
 
 
718
 
 
 
104
 
 
 
2,130
 
 
 
2,087
 
 
 
534
 
 
 
92
 
 
 
2,713
 
Other
 
 
1,568
 
 
 
873
 
 
 
670
 
 
 
3,111
 
 
 
2,087
 
 
 
881
 
 
 
654
 
 
 
3,622
 
Total
 
 
$31,487
 
 
 
$57,168
 
 
 
$3,495
 
 
 
$92,150
 
 
 
$36,914
 
 
 
$59,595
 
 
 
$3,753
 
 
 
$100,262
 
Percentage of total
 
 
34%
 
 
 
62%
 
 
 
4%
 
 
 
100%
 
 
 
37%
 
 
 
59%
 
 
 
4%
 
 
 
100%
 
  As of December 2020 
     
$ in millions
  Investment-
Grade
 
 
  
Non-Investment-

Grade
 
 
  
 
Other
Metrics/
Unrated
 
 
 
  Total 
2020
  $  1,978   $  7,545   $   140   $  9,663 
2019
  889   6,106      6,995 
2018
  2,076   3,555      5,631 
2017
  851   3,083      3,934 
2016
  268   1,262      1,530 
2015 or earlier
  351   2,073      2,424 
Revolving
  2,662   11,891   48   14,601 
Corporate
  9,075   35,515   188   44,778 
2020
  497   313      810 
2019
  723   403      1,126 
2018
  298   87      385 
2017
  377   30      407 
2016
  22   20      42 
2015 or earlier
  531   264      795 
Revolving
  18,077   2,085   1,424   21,586 
Wealth management
  20,525   3,202   1,424   25,151 
2020
  848   3,071   55   3,974 
2019
  76   1,965      2,041 
2018
  137   2,164   25   2,326 
2017
  26   1,734   12   1,772 
2016
     165   9   174 
2015 or earlier
     775   526   1,301 
Revolving
  461   5,047      5,508 
Commercial real estate
  1,548   14,921   627   17,096 
2020
  402   976   115   1,493 
2019
     90   271   361 
2018
     123   249   372 
2017
  9   83   152   244 
2016
     1      1 
2015 or earlier
        70   70 
Revolving
  225   2,470      2,695 
Residential real estate
  636   3,743   857   5,236 
2020
  242   84   466   792 
2019
     67   29   96 
2018
     46      46 
2017
     8      8 
Revolving
  1,506   664   99   2,269 
Other
  1,748   869   594   3,211 
Total
  $33,532   $58,250   $3,690   $95,472 
 
Percentage of total
  35%   61%   4%   100% 
In the tabletables above, revolving loans which converted to term loans were not material as of Septemberboth March 2021 and December 2020.
 
37Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q36

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents gross installment loans by refreshed FICO credit scores and origination year and gross credit card loans by refreshed FICO credit scores.
 
 
As of September 2020
 
$ in millions
 
 
Greater than or
equal to 660
 
 
  
 
Less than 660
 
  
 
Total
 
  Greater than or
equal to 660
 
 
   Less than 660    Total 
As of March 2021
        
2021
 
 
$
  
 
310
 
  
 
$
  
     
1
 
  
 
$
  
 
311
 
2020
 
 
$1,116
 
  
 
$    
 
28
 
  
 
$1,144
 
 
 
1,153
 
  
 
43
 
  
 
1,196
 
2019
 
 
1,434
 
  
 
145
 
  
 
1,579
 
 
 
1,016
 
  
 
112
 
  
 
1,128
 
2018
 
 
984
 
  
 
185
 
  
 
1,169
 
 
 
611
 
  
 
112
 
  
 
723
 
2017
 
 
170
 
  
 
40
 
  
 
210
 
 
 
93
 
  
 
21
 
  
 
114
 
2016
 
 
8
 
  
 
2
 
  
 
10
 
 
 
4
 
  
 
1
 
  
 
5
 
Installment
 
 
3,712
 
  
 
400
 
  
 
4,112
 
 
 
3,187
 
  
 
290
 
  
 
3,477
 
Credit cards
 
 
2,175
 
  
 
733
 
  
 
2,908
 
 
 
3,397
 
  
 
979
 
  
 
4,376
 
Total consumer
 
 
$5,887
 
  
 
$1,133
 
  
 
$7,020
 
Total
 
 
$6,584
 
  
 
$1,269
 
  
 
$7,853
 
Percentage of total:
             
Installment
 
 
90%
 
  
 
10%
 
  
 
100%
 
 
 
92%
 
  
 
8%
 
  
 
100%
 
Credit cards
 
 
75%
 
  
 
25%
 
  
 
100%
 
 
 
78%
 
  
 
22%
 
  
 
100%
 
Total
 
 
84%
 
  
 
16%
 
  
 
100%
 
As of
December 2020
       
2020
  $1,321    $     38    $1,359 
2019
  1,225    132    1,357 
2018
  792    150    942 
2017
  128    30    158 
2016
  6    1    7 
Installment
  3,472    351    3,823 
Credit cards
  3,398    872    4,270 
Total
  $6,870    $1,223    $8,093 
Percentage of total:
        
Installment
  91%    9%    100% 
Credit cards
  80%    20%    100% 
Total
  85%    15%    100% 
In the table above, credit card loans consist of revolving lines of credit.
Credit Concentrations.
The table below presents the concentration of gross loans by region.
 
$ in millions
  Carrying
Value
 
 
  Americas   EMEA   Asia   Total 
As of March 2021
                    
Corporate
 
 
$  47,495
 
 
 
57%
 
 
 
33%
 
 
 
10%
 
 
 
100%
 
Wealth management
 
 
35,506
 
 
 
88%
 
 
 
9%
 
 
 
3%
 
 
 
100%
 
Commercial real estate
 
 
20,662
 
 
 
72%
 
 
 
20%
 
 
 
8%
 
 
 
100%
 
Residential real estate
 
 
8,810
 
 
 
93%
 
 
 
5%
 
 
 
2%
 
 
 
100%
 
Consumer:
                    
Installment
 
 
3,477
 
 
 
100%
 
 
 
 
 
 
 
 
 
100%
 
Credit cards
 
 
4,376
 
 
 
100%
 
 
 
 
 
 
 
 
 
100%
 
Other
 
 
4,450
 
 
 
83%
 
 
 
16%
 
 
 
1%
 
 
 
100%
 
Total
 
 
$124,776
 
 
 
75%
 
 
 
19%
 
 
 
6%
 
 
 
100%
 
 
As of December 2020
                    
Corporate
  $  48,659   60%   31%   9%   100% 
Wealth management
  33,023   88%   10%   2%   100% 
Commercial real estate
  20,290   71%   19%   10%   100% 
Residential real estate
  5,750   88%   9%   3%   100% 
Consumer:
                    
Installment
  3,823   100%         100% 
Credit cards
  4,270   100%         100% 
Other
  4,174   81%   17%   2%   100% 
Total
  $119,989   75%   19%   6%   100% 
$ in millions
  Carrying
Value
 
 
 
 
Americas
 
 
 
EMEA
 
 
 
Asia
 
 
 
Total
 
As of September 2020
     
Corporate
 
 
$  51,465
 
 
 
61%
 
 
 
31%
 
 
 
8%
 
 
 
100%
 
Wealth management
 
 
29,836
 
 
 
90%
 
 
 
8%
 
 
 
2%
 
 
 
100%
 
Commercial real estate
 
 
18,377
 
 
 
68%
 
 
 
20%
 
 
 
12%
 
 
 
100%
 
Residential real estate
 
 
4,705
 
 
 
87%
 
 
 
11%
 
 
 
2%
 
 
 
100%
 
Consumer:
     
Installment
 
 
4,112
 
 
 
100%
 
 
 
 
 
 
 
 
 
100%
 
Credit cards
 
 
2,908
 
 
 
100%
 
 
 
 
 
 
 
 
 
100%
 
Other
 
 
4,154
 
 
 
82%
 
 
 
17%
 
 
 
1%
 
 
 
100%
 
Total
 
 
$115,557
 
 
 
74%
 
 
 
20%
 
 
 
6%
 
 
 
100%
 
 
As of December 2019
     
Corporate
  $  46,307   60%   31%   9%   100% 
Wealth management
  27,940   88%   9%   3%   100% 
Commercial real estate
  17,743   69%   21%   10%   100% 
Residential real estate
  6,958   90%   9%   1%   100% 
Consumer:
     
Installment
  4,747   100%         100% 
Credit cards
  1,858   100%         100% 
Other
  4,792   87%   12%   1%   100% 
Total
  $110,345   73%   21%   6%   100% 
In the table above, above:
EMEA represents Europe, Middle East and Africa.
The table below presents the concentration of gross corporate loans by industry.
 
  As of 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
Corporate, gross
 
 
$51,465
 
   $46,307 
 
Industry
   
Consumer & Retail
 
 
7%
 
   7% 
Diversified Industrials
 
 
22%
 
   17% 
Financial Institutions
 
 
10%
 
   10% 
Funds
 
 
9%
 
   9% 
Healthcare
 
 
7%
 
   8% 
Natural Resources & Utilities
 
 
12%
 
   12% 
Real Estate
 
 
7%
 
   7% 
Technology, Media & Telecommunications
 
 
17%
 
   17% 
Other (including Special Purpose Vehicles)
 
 
9%
 
   13% 
Total
 
 
100%
 
   100% 
The table below presents the firm’s credit exposure from originated installmenttop five industry concentrations for corporate loans as of March 2021 were
19
% for technology, media & telecommunications (17% as of December 2020),
16
% for diversified industrials (17% as of December 2020), 14% for funds (13% as of December 2020), 11% for natural resources & utilities (12% as of December 2020), and credit card loans and the concentration by the five most concentrated U.S. states.10% for financial institutions (10% as of December 2020).
  As of 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
Installment
 
 
$4,112
 
   $4,747 
 
California
 
 
12%
 
   12% 
Texas
 
 
9%
 
   9% 
New York
 
 
7%
 
   7% 
Florida
 
 
7%
 
   7% 
Illinois
 
 
4%
 
   4% 
Other
 
 
61%
 
   61% 
Total
 
 
100%
 
   100% 
 
Credit Cards
 
 
$2,908
 
   $1,858 
 
California
 
 
19%
 
   21% 
Texas
 
 
9%
 
   9% 
New York
 
 
8%
 
   8% 
Florida
 
 
8%
 
   8% 
Illinois
 
 
4%
 
   4% 
Other
 
 
52%
 
   50% 
Total
 
 
100%
 
   100% 
Nonaccrual and Past Due Loans.
Loans accounted for at amortized cost (other than credit card loans) are placed on nonaccrual status when it is probable that the firm will not collect all principal and interest due under the contractual terms, regardless of the delinquency status or if a loan is past due for 90 days or more, unless the loan is both well collateralized and in the process of collection. At that time, all accrued but uncollected interest is reversed against interest income and interest subsequently collected is recognized on a cash basis to the extent the loan balance is deemed collectible. Otherwise, all cash received is used to reduce the outstanding loan balance. A loan is considered past due when a principal or interest payment has not been made according to its contractual terms. Credit card loans are not placed on nonaccrual status and accrue interest until the loan is paid in full or is
charged-off.
In certain circumstances, the firm may modify the original terms of a loan agreement by granting a concession to a borrower experiencing financial difficulty, typically in the form of a modification of loan covenants, but may also include forbearance of interest or principal, payment extensions or interest rate reductions. These modifications, to the extent significant, are considered troubled debt restructurings (TDRs). Loan modifications that extend payment terms for a period of less than 90 days are generally considered insignificant and therefore not reported as TDRs.
In response to the global outbreak of the coronavirus
(COVID-19)
pandemic, theThe firm adopted the relief issued under the Coronavirus Aid, Relief, and Economic Security (CARES) Act, as amended, and certain interpretive guidance issued by the U.S. banking agencies that provides for certain modified loans that would otherwise meet the definition of a TDR to not be classified as such. As of September 2020, the firm had $222 million of loansLoans accounted for at amortized cost that were not classified as TDRs as a result of this relief and interpretive guidance.guidance were 0t material as of March 2021 and were $184 million as of December 2020.
 
Goldman Sachs September 2020 Form 10-Q37 38Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents information about past due loans.
 
$ in millions
 
 
30-89 days
 
   90 days
or more
 
 
  
 
Total
 
  30-89 days    90 days
or more
 
 
   Total 
As of September 2020
     
As of March 2021
        
Corporate
 
 
$    
 
 
  
 
$295
 
  
 
$295
 
 
 
$
  
   –
 
  
 
$  80
 
  
 
$  80
 
Wealth management
 
 
1
 
  
 
34
 
  
 
35
 
 
 
5
 
  
 
34
 
  
 
39
 
Commercial real estate
 
 
17
 
  
 
205
 
  
 
222
 
 
 
61
 
  
 
178
 
  
 
239
 
Residential real estate
 
 
4
 
  
 
16
 
  
 
20
 
 
 
4
 
  
 
20
 
  
 
24
 
Consumer:
             
Installment
 
 
44
 
  
 
14
 
  
 
58
 
 
 
30
 
  
 
13
 
  
 
43
 
Credit cards
 
 
27
 
  
 
24
 
  
 
51
 
 
 
36
 
  
 
43
 
  
 
79
 
Other
 
 
20
 
  
 
3
 
  
 
23
 
 
 
21
 
  
 
4
 
  
 
25
 
Total
 
 
$113
 
  
 
$591
 
  
 
$704
 
 
 
$157
 
  
 
$372
 
  
 
$529
 
Total divided by gross loans at amortized cost
Total divided by gross loans at amortized cost
 
  
 
0.7%
 
Total divided by gross loans at amortized cost
 
     
 
0.5%
 
As of December 2019
     
As of December 2020
        
Corporate
 $197    $  42    $239   $
  
   –
    $294    $294 
Wealth management
 13    15    28   58    34    92 
Commercial real estate
 54    123    177   49    183    232 
Residential real estate
 19    18    37   4    23    27 
Consumer:
             
Installment
 71    29    100   42    16    58 
Credit cards
 35    4    39   46    31    77 
Other
 6    1    7   20    4    24 
Total
 $395    $232    $627   $219    $585    $804 
Total divided by gross loans at amortized cost
Total divided by gross loans at amortized cost
 
   0.7% 
Total divided by gross loans at amortized cost
 
      0.8% 
The table below presents information about nonaccrual loans.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
  December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Corporate
 
 
$2,804
 
 $1,122  
 
$2,321
 
   $2,651 
Wealth management
 
 
47
 
 52  
 
60
 
   61 
Commercial real estate
 
 
446
 
 175  
 
633
 
   649 
Residential real estate
 
 
27
 
 143  
 
21
 
   25 
Installment
 
 
32
 
 38  
 
47
 
   44 
Other
 
 
187
 
    
 
79
 
   122 
Total
 
 
$3,543
 
 $1,530  
 
$3,161
 
   $3,552 
Total divided by gross loans at amortized cost
 
 
3.6%
 
 1.7%  
 
2.9%
 
   3.4% 
In the table above:
 
Nonaccrual loans included $496$
321
 million as of September 2020March 2021 and $429$
533
 million as of December 20192020 of loans that were 30 days or more past due.
 
Loans that were 90 days or more past due and still accruing were not material as of both September 2020March 2021 and December 2019.2020.
 
Nonaccrual loans included $382 $
315
million as of Septemberboth March 2021 and December 2020 and $251 million as of December 2019 of corporate and commercial real estate loans that were modified in a troubled debt restructuring. The firm’s lending commitments related to these loans were not material as of both September 2020March 2021 and December 2019.2020. Installment loans that were modified in a troubled debt restructuring were not material as of both September 2020March 2021 and December 2019.2020.
Allowance for Credit Losses
The firm’s allowance for credit losses consists of the allowance for losses on loans and lending commitments accounted for at amortized cost. Loans and lending commitments accounted for at fair value or accounted for at the lower of cost or fair value are not subject to an allowance for credit losses.
The firm adopted ASU
No. 2016-13
in January 2020, which replaced the incurred credit loss model for recognizing credit losses with the CECL model. As a result, the firm’s allowance for credit losses effective January 2020 reflects management’s estimate of credit losses over the remaining expected life of such loans and also considers forecasts of future economic conditions. Prior to January 2020, the allowance for credit losses reflected probable incurred credit losses. See Note 3 for further information about the adoption of CECL.
To determine the allowance for credit losses, the firm classifies its loans and lending commitments accounted for at amortized cost into wholesale and consumer portfolios. Prior to January 2020, the firm also had PCI loans which were classified as a separate portfolio. These portfolios represent the level at which the firm has developed and documented its methodology to determine the allowance for credit losses. The allowance for credit losses is measured on a collective basis for loans that exhibit similar risk characteristics using a modeled approach and asset-specific basis for loans that do not share similar risk characteristics.
Under CECL, theThe allowance for credit losses takes into account the weighted average of a range of forecasts of future economic conditions over the expected life of the loan and lending commitments. The expected life of each loan or lending commitment is determined based on the contractual term adjusted for extension options or demand features. The forecasts include baseline, favorable and adverse economic scenarios over a three-year period. For loans with expected lives beyond three years, the model reverts to historical loss information based on a
non-linear
modeled approach. The forecasted economic scenarios consider a number of risk factors relevant to the wholesale and consumer portfolios described below. The firm applies judgment in weighing individual scenarios each quarter based on a variety of factors, including the firm’s internally derived economic outlook, market consensus, recent macroeconomic conditions and industry trends.
The allowance for credit losses also includes qualitative components which allow management to reflect the uncertain nature of economic forecasting, capture uncertainty regarding model inputs, and account for model imprecision and concentration risk.
 
39Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q38

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Management’s estimate of credit losses entails judgment about loan collectability at the reporting dates, and there are uncertainties inherent in those judgments. The allowance for credit losses is subject to a governance process that involves review and approval by senior management within the firm’s independent risk oversight and control functions. Personnel within the firm’s independent risk oversight and control functions are responsible for forecasting the economic variables that underlie the economic scenarios that are used in the modeling of expected credit losses. While management uses the best information available to determine this estimate, future adjustments to the allowance may be necessary based on, among other things, changes in the economic environment or variances between actual results and the original assumptions used.
The table below presents gross loans and lending commitments accounted for at amortized cost by portfolio.
 
 As of  As of 
   
 
September 2020
  
  
 December 2019  
March 2021
   December 2020 
   
$ in millions
 
 
Loans
 
 
 
Lending
Commitments
 
 
   Loans   Lending
Commitments
 
 
 
 
Loans
 
 
 
Lending
Commitments
 
 
       Loans   Lending
Commitments
 
 
Wholesale
               
Corporate
 
 
$47,583
 
 
 
$116,362
 
  $41,129  $127,226  
 
$  43,483
 
 
 
$146,169
 
    $  44,778   $127,756 
Wealth management
 
 
21,799
 
 
 
2,278
 
  20,116  2,198  
 
27,804
 
 
 
3,603
 
    25,151   2,314 
Commercial real estate
 
 
15,421
 
 
 
3,089
 
  12,803  3,207  
 
17,016
 
 
 
3,736
 
    17,096   4,154 
Residential real estate
 
 
4,236
 
 
 
1,373
 
  4,965  759  
 
8,337
 
 
 
3,400
 
    5,236   1,804 
Other
 
 
3,111
 
 
 
4,057
 
  3,396  3,029  
 
3,622
 
 
 
4,707
 
    3,211   4,841 
Consumer
               
Installment
 
 
4,112
 
 
 
4
 
  4,747  12  
 
3,477
 
 
 
5
 
    3,823   4 
Credit cards
 
 
2,908
 
 
 
18,880
 
  1,858  13,669  
 
4,376
 
 
 
26,491
 
    4,270   21,640 
PCI
 
 
 
 
 
 
   1,622    
Total
 
 
$99,170
 
 
 
$146,043
 
   $90,636  $150,100  
 
$108,115
 
 
 
$188,111
 
    $103,565   $162,513 
In the table above, wholesaleabove:
Wholesale loans included $3.11 billion as of March 2021 and $3.51 billion as of SeptemberDecember 2020 and $1.49 billion as of December 2019 of nonaccrual loans for which the allowance for credit losses was measured on an asset-specific basis. The allowance for credit losses on these loans was $570$599 million as of September 2020March 2021 and $207$649 million as of December 2019.2020. These loans included $838$479 million as of September 2020March 2021 and $754$584 million as of December 20192020 of loans which did not require a reserve as the loan was deemed to be recoverable.
Credit card lending commitments included $24.54 billion as of March 2021 and $21.64 
billion as of December 2020 related to credit card lines issued by the firm to consumers. These credit card lines are cancellable by the firm. Credit card lending commitments also included approximately
$2.0 billion as of March 2021 related to a commitment to acquire the General Motors co-branded credit card portfolio.
See Note 18 for further information about lending commitments.
The following is a description of the methodology used to calculate the allowance for credit losses:
Wholesale.
The allowance for credit losses for wholesale loans and lending commitments that exhibit similar risk characteristics is measured using a modeled approach. These models determine the probability of default and loss given default based on various risk factors, including internal credit ratings, industry default and loss data, expected life, macroeconomic indicators, the borrower’s capacity to meet its financial obligations, the borrower’s country of risk and industry, loan seniority and collateral type. For lending commitments, the methodology also considers probability of drawdowns or funding. In addition, for loans backed by real estate, risk factors include the
loan-to-value
ratio, debt service ratio and home price index. The most significant inputs to the forecast model for wholesale loans and lending commitments include unemployment rates, GDP, credit spreads, commercial and industrial delinquency rates, short- and long-term interest rates, and oil prices.
The allowance for loan losses for wholesale loans that do not share similar risk characteristics, such as nonaccrual loans or loans in a troubled debt restructuring, is calculated using the present value of expected future cash flows discounted at the loan’s original effective rate, the observable market price of the loan or the fair value of the collateral.
Wholesale loans are
charged-off
against the allowance for loan losses when deemed to be uncollectible.
Consumer.
The allowance for credit losses for consumer loans that exhibit similar risk characteristics is calculated using a modeled approach which classifies consumer loans into pools based on borrower-related and exposure-related characteristics that differentiate a pool’s risk characteristics from other pools. The factors considered in determining a pool are generally consistent with the risk characteristics used for internal credit risk measurement and management and include key metrics, such as FICO credit scores, delinquency status, loan vintage and macroeconomic indicators. The most significant inputs to the forecast model for consumer loans include unemployment rates and delinquency rates. The expected life of revolving credit card loans is determined by modeling expected future draws and the timing and amount of repayments allocated to the funded balance. The firm does not recognizealso recognizes an allowance for credit losses on commitments to acquire loans; however, no allowance for credit losses is recognized on credit card lending commitments as they are cancellable by the firm.
39Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The allowance for credit losses for consumer loans that do not share similar risk characteristics, such as loans in a troubled debt restructuring, is calculated using the present value of expected future cash flows discounted at the loan’s original effective rate.
Installment loans are
charged-off
when they are 120 days past due. Credit card loans are
charged-off
when they are 180 days past due.
Goldman Sachs September 2020 Form 10-Q40

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Allowance for Credit Losses Rollforward
The table below presents information about the allowance for credit losses.
 
$ in millions
 Wholesale  Consumer  PCI  Total   Wholesale    Consumer    Total 
Nine Months Ended September 2020
 
Three Months Ended March 2021
Three Months Ended March 2021
 
Allowance for loan losses
    
Allowance for loan losses
 
Beginning balance, reported
 
 
$  
 
879
 
 
 
$  
 
393
 
 
 
$ 169
 
 
 
$1,441
 
Impact of CECL adoption
 
 
452
 
 
 
444
 
 
 
(169
 
 
727
 
Beginning balance, adjusted
 
 
1,331
 
 
 
837
 
 
 
 
 
 
2,168
 
Beginning balance
 
 
$2,584
 
  
 
$1,290
 
  
 
$3,874
 
Net charge-offs
 
 
(501
 
 
(230
 
 
 
 
 
(731
 
 
(17
  
 
(61
  
 
(78
Provision
 
 
1,977
 
 
 
525
 
 
 
 
 
 
2,502
 
 
 
(130
  
 
(122
  
 
(252
Other
 
 
(225
 
 
 
 
 
 
 
 
(225
 
 
(29
  
 
 
  
 
(29
Ending balance
 
 
$2,582
 
 
 
$1,132
 
 
 
$
  
    –
 
 
 
$3,714
 
 
 
$2,408
 
  
 
$1,107
 
  
 
$3,515
 
Allowance ratio
 
 
2.8%
 
 
 
16.1%
 
 
 
 
 
 
3.7%
 
 
 
2.4%
 
  
 
14.1%
 
  
 
3.3%
 
Net
charge-off
ratio
 
 
0.7%
 
 
 
4.5%
 
 
 
 
 
 
1.0%
 
 
 
0.1%
 
  
 
3.1%
 
  
 
0.3%
 
Allowance for losses on lending commitments
Allowance for losses on lending commitments
 
Allowance for losses on lending commitments
 
Beginning balance, reported
 
 
$  
 
361
 
 
 
$       –
 
 
 
$
  
    –
 
 
 
$  
 
361
 
Impact of CECL adoption
 
 
(48
 
 
 
 
 
 
 
 
(48
Beginning balance, adjusted
 
 
313
 
 
 
 
 
 
 
 
 
313
 
Beginning balance
 
 
$
  
 557
 
  
 
$       –
 
  
 
$
  
 557
 
Provision
 
 
302
 
 
 
 
 
 
 
 
 
302
 
 
 
2
 
   
180
    
182
 
Other
 
 
(18
  
 
 
  
 
(18
Ending balance
 
 
$  
 
615
 
 
 
$       –
 
 
 
$
  
    –
 
 
 
$  
 
615
 
 
 
$
   
541
 
  
 
$
   
180
 
  
 
$
  
 721
 
Year Ended December 2019
    
Three Months Ended March 2020
Three Months Ended March 2020
 
Allowance for loan losses
    
Allowance for loan losses
 
Beginning balance
 $   658  $   292  $
  
116
  $1,066   $1,331    $   837    $2,168 
Net charge-offs
 (121 (317 (52 (490  (50   (81   (131
Provision
 469  418  103  990   746    169    915 
Other
 (127    2  (125  (84       (84
Ending balance
 $   879  $   393  $
  
169
  $1,441   $1,943    $   925    $2,868 
Allowance ratio
 1.1%  6.0%  10.4%  1.6%   1.8%    13.4%    2.5% 
Net
charge-off
ratio
 0.2%  6.2%  3.2%  0.6%   0.2%    4.8%    0.5% 
Allowance for losses on lending commitments
Allowance for losses on lending commitments
 
Allowance for losses on lending commitments
 
Beginning balance
 $   286   $      
 
  
 
$
  
    –
 
 $   286   $   313    $
 
       –
    $   313 
Provision
 75        75   22        22 
Ending balance
 $   361   $      
 
  
 
$
  
    –
 
 $   361   $   335    $
 
       –
    $   335 
In the table above:
 
Other represents the reduction to the allowance related to loans and lending commitments transferred to held for sale.
 
The allowance ratio is calculated by dividing the allowance for loan losses by gross loans accounted for at amortized cost.
 
The net
charge-off
ratio is calculated by dividing annualized net charge-offs (annualized for interim periods) by average gross loans accounted for at amortized cost.
The beginning balance for the allowance for loan losses and allowance for losses on lending commitments for the three months ended March 2020 reflects the cumulative effect of measuring the allowance under the CECL standard as of January 1, 2020. The cumulative effect was an increase in the allowance for credit losses of
$679
million, which consisted of (i) an increase in the allowance for loan losses
of $727 million (an increase in the allowance for wholesale loans of $452 million, an increase in the allowance for consumer loans of $444 million and a decrease in the allowance for PCI loans of $169 million) and (ii) a decrease in the allowance for lending commitments of $48 million.
As of December 2020, the allowance ratio was 2.7% for wholesale, 15.9% for consumer and 3.7% for total loans. The net
charge-off
ratio for the year ended December 2020 was 0.6% for wholesale, 4.2% for consumer and 0.9% for total loans.
Allowance for Credit Losses Rollforward Commentary
NineThree Months Ended September 2020.March 2021.
The allowance for credit losses increaseddecreased by $2.53 billion$195 million during the ninethree months ended September 2020.
The impact of CECL adoption for wholesale and consumer loans was driven by the fact that the allowance under CECL covers expected credit losses over the full expected life of the loan portfolios and also considers forecasts of expected future economic conditions. The impact of CECL adoption for PCI loans was as a result of the firm electing to apply the fair value option for such loans.
March 2021.
The provision for credit losses for wholesale and consumer loans and lending commitments reflected the continued impact of the
COVID-19
pandemic ona reserve reduction driven by improved broader economic conditions which resulted in higher modeled expected losses and lower recoveries. The allowance for loan losses ratio for wholesale loans increased to 2.8% as of September 2020 compared with 1.1% as of December 2019, while the allowance for loan losses ratio for consumer loans increased to 16.1% as of September 2020 compared with 6.0% as of December 2019. The increasecredit loss expectations, partially offset by growth in the allowance for loan losses ratios reflected both the impact of adopting the CECL standard, as well as higherfirm’s wholesale and consumer lending portfolios, including a provision for credit losses.losses of $180 million relating to the pending acquisition of the General Motors co-branded credit card portfolio.
When modeling expected credit losses, the firm employs a weighted, multivariate forecast, which includes baseline, adverse and favorable economic scenarios. As of September 2020,March 2021, the forecasted economic scenarios were most heavily weighted towards the baseline and adverse scenarios. The forecast model incorporated adjustments to reflect the impact of
COVID-19-related
concession programs on delinquency rates and also considered the impact of the CARES Act and other coronavirus
(COVID-19)
pandemic-related
economic support programs provided by national governments.
Goldman Sachs March 2021 Form 10-Q40

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The table below presents the forecasted range (across the baseline, adverse and favorable scenarios) of the U.S. unemployment and U.S. GDP growth rates used in the forecast model as of September 2020.March 2021.
 
  
 
U.S. Unemployment
Rate
 
 
 
 
Growth/(Decline)
in U.S. GDP
 
 
Forecast for the quarter ended:
 
December 2020
7.0% to 11.8%
  
(0.3)% to (8.2)%
 
June 2021
 
 
5.5%
5.5
% to 11.6%
11.0
%
 
 
3.5%
1.2
% to (8.0)
(7.0
)%
December 2021
 
 
4.6%4.7% to 8.6%9.5%
 
 
6.3%4.8% to (2.6)
(3.8
)%
June 2022
4.4% to 7.1%
6.5% to
(0.4
)%
In the table above:
 
U.S. unemployment rate represents the rate forecasted as of the respective
quarter-end.
 
Growth/(decline) in U.S. GDP represents the change in quarterly U.S. GDP relative to the U.S. GDP for the fourth quarter of 2019 (pre-pandemic levels).
 
Recovery of quarterly U.S. GDP to its
pre-pandemic
levels in the three scenarios ranges from the quarters ending MarchJune 2021 to September 2022.
 
While the U.S. unemployment and U.S. GDP growth rates are significant inputs to the forecast model, the model contemplates a variety of other inputs across a range of scenarios to provide a forecast of future economic conditions. Given the complex nature of the forecasting process, no single economic variable can be viewed in isolation and independently of other inputs.
41Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
In addition, the provision for credit losses for wholesale loans was impacted by asset-specific provisions and ratings downgrades primarily related to borrowers in the technology, media & communications, diversified industrials, and natural resources industries. Besides the weaker economic outlook related to the
COVID-19
pandemic, the provision for credit losses for consumer loans for the nine months ended September 2020 was also impacted by the continued seasoning of the credit card portfolio.
Net charge-offs for the ninethree months ended September 2020March 2021 for wholesale loans were substantially allprimarily related to corporate loans and net charge-offs for consumer loans were primarily related to installment loans.
YearThree Months Ended December 2019.March 2020.
The allowance for credit losses increased by $450 million$1.40 billion during the yearthree months ended December 2019.March 2020 reflecting $679 million relating to the impact of CECL adoption and $722 million from activity during the period.
The provision for credit losses for wholesale loans was substantially all relateddriven by growth in the firm’s wholesale loan portfolio, asset-specific provisions relating to corporate loans forborrowers in the year ended December 2019.oil and gas sector, and the impact of the
COVID-19
pandemic on the broader economic outlook. The provision for credit losses related toon consumer loans was primarily related to installment loans for the year ended December 2019.
seasoning of credit card loans.
Net charge-offs for wholesale loans were primarily related to corporate loans for the year ended December 2019. Netand net charge-offs for consumer loans were substantially all related to installment loans for the year ended December 2019.loans.
Fair Value of Loans by Level
The table below presents loans held for investment accounted for at fair value under the fair value option by level within the fair value hierarchy.
 
$ in millions
 Level 1    Level 2    Level 3    Total   Level 1    Level 2    Level 3    Total 
As of September 2020
       
As of March 2021
           
Loan Type
                  
Corporate
 
 
$    –
 
  
 
$  1,853
 
  
 
$1,003
 
  
 
$  2,856
 
 
 
$  –
 
  
 
$  2,049
 
  
 
$  
 
976
 
  
 
$  3,025
 
Wealth management
 
 
 
  
 
7,977
 
  
 
60
 
  
 
8,037
 
 
 
 
  
 
7,639
 
  
 
63
 
  
 
7,702
 
Commercial real estate
 
 
 
  
 
814
 
  
 
1,166
 
  
 
1,980
 
 
 
 
  
 
771
 
  
 
1,028
 
  
 
1,799
 
Residential real estate
 
 
 
  
 
177
 
  
 
269
 
  
 
446
 
 
 
 
  
 
279
 
  
 
176
 
  
 
455
 
Other
 
 
 
  
 
233
 
  
 
329
 
  
 
562
 
 
 
 
  
 
213
 
  
 
288
 
  
 
501
 
Total
 
 
$    –
 
  
 
$11,054
 
  
 
$2,827
 
  
 
$13,881
 
 
 
$  –
 
  
 
$10,951
 
  
 
$2,531
 
  
 
$13,482
 
As of December 2019
       
As of December 2020
           
Loan Type
                  
Corporate
  $    –    $  2,472    $   752    $  3,224   $  –    $  1,822    $   929    $  2,751 
Wealth management
      7,764    60    7,824       7,809    63    7,872 
Commercial real estate
      1,285    591    1,876       857    1,104    1,961 
Residential real estate
      571    221    792       234    260    494 
Other
      404    266    670       225    322    547 
Total
  $    –    $12,496    $1,890    $14,386   $  –    $10,947    $2,678    $13,625 
The gainsgains/(losses) as a result of changes in the fair value of loans held for investment for which the fair value option was elected were $64$92 million for the three months ended September 2020, $102March 2021 and $(27) million for the three months ended September 2019, $49 million for the nine months ended September 2020, and $404 million for the nine months ended September 2019.March 2020. These gainsgains/(losses) were included in other principal transactions.
See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of loans.
41Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Significant Unobservable Inputs
The table below presents the amount of level 3 loans, and ranges and weighted averages of significant unobservable inputs used to value such loans.
 
 Level 3 Assets and Range of Significant Unobservable
Inputs (Weighted Average) as of
  
As of March 2021
     As of December 2020 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
Amount or
Range
 
 
 
 
Weighted
Average
 
 
          Amount or
Range
    Weighted
Average
 
 
Corporate
   
Corporate
 
Level 3 assets
 
 
$1,003
 
   $752  
 
$976
 
      $929   
Yield
 
 
2.1% to 24.4% (8.9%
   1.9% to 26.3% (9.5% 
 
2.0% to 36.6%
 
 
 
13.9%
 
    1.1% to 45.2%   12.4% 
Recovery rate
 
 
15.0% to 70.0% (37.5%
   13.5% to 78.0% (44.4% 
 
15.0% to 99.0%
 
 
 
57.3%
 
    15.0% to 58.0%   31.0% 
Duration (years)
 
 
3.0 to 5.5 (4.2
   3.7 to 5.8 (3.9 
 
0.7 to 14.6
 
 
 
3.8
 
    1.5 to 5.3   3.4 
Commercial real estate
Commercial real estate
 
Commercial real estate
 
Level 3 assets
 
 
$1,166
 
   $591  
 
$1,028
 
      $1,104   
Yield
 
 
4.5% to 26.3% (11.1%
   7.0% to 16.0% (9.3% 
 
1.1% to 20.7%
 
 
 
11.5%
 
    4.5% to 19.3%   11.0% 
Recovery rate
 
 
3.3% to 98.3% (69.0%
   5.9% to 85.2% (48.6% 
 
10.9% to 99.8%
 
 
 
65.0%
 
    3.0% to 99.8%   66.5% 
Duration (years)
 
 
0.1 to 4.3 (2.8
   0.2 to 5.3 (3.5 
 
0.3 to 4.6
 
 
 
2.3
 
    0.3 to 4.8   2.6 
Residential real estate
Residential real estate
 
Residential real estate
 
Level 3 assets
 
 
$269
 
   $221  
 
$176
 
      $260   
Yield
 
 
1.5% to 14.0% (11.9%
   1.1% to 14.0% (11.5% 
 
1.5% to 13.5%
 
 
 
11.2%
 
    2.0% to 14.0%   12.1% 
Duration (years)
 
 
0.7 to 3.1 (1.7
   1.1 to 4.8 (4.0 
 
0.5 to 2.4
 
 
 
1.3
 
    0.6 to 2.6   1.7 
Wealth management and other
Wealth management and other
 
  
Wealth management and other
 
Level 3 assets
 
 
$389
 
   $326  
 
$351
 
      $385   
Yield
 
 
9.0% to 18.7% (9.7%
   3.9% to 16.0% (9.9% 
 
3.8% to 18.7%
 
 
 
8.4%
 
    2.8% to 18.7%   8.0% 
Duration (years)
 
 
1.0 to 5.2 (3.0
   1.6 to 6.7 (3.7 
 
3.1 to 5.0
 
 
 
3.8
 
    0.9 to 5.5   4.1 
In the table above:
 
Ranges represent the significant unobservable inputs that were used in the valuation of each type of loan.
 
Weighted averages are calculated by weighting each input by the relative fair value of the loan.
 
The ranges and weighted averages of these inputs are not representative of the appropriate inputs to use when calculating the fair value of any one loan. For example, the highest yield for residential real estate loans is appropriate for valuing a specific residential real estate loan but may not be appropriate for valuing any other residential real estate loan. Accordingly, the ranges of inputs do not represent uncertainty in, or possible ranges of, fair value measurements of level 3 loans.
 
Increases in yield or duration used in the valuation of level 3 loans would have resulted in a lower fair value measurement, while increases in recovery rate would have resulted in a higher fair value measurement as of both September 2020March 2021 and December 2019.2020. Due to the distinctive nature of each level 3 loan, the interrelationship of inputs is not necessarily uniform within each product type.
 
Loans are valued using discounted cash flows.
Goldman Sachs September 2020 Form 10-Q42

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Level 3 Rollforward
The table below presents a summary of the changes in fair value for level 3 loans.
 
 Three Months
Ended September
           Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019  
 
2021
 
   2020 
Beginning balance
 
 
$2,659
 
   $2,107   
 
$1,890
 
   $1,990  
 
$2,678
 
   $1,890 
Net realized gains/(losses)
 
 
23
 
   19   
 
60
 
   55  
 
26
 
   27 
Net unrealized gains/(losses)
 
 
76
 
   (10  
 
34
 
   34  
 
(11
   (54
Purchases
 
 
181
 
   55   
 
557
 
   134  
 
31
 
   473 
Sales
 
 
(17
   (71  
 
(31
   (24 
 
 
   (12
Settlements
 
 
(221
   (242  
 
(567
   (600 
 
(164
   (221
Transfers into level 3
 
 
166
 
   126   
 
928
 
   477  
 
84
 
   653 
Transfers out of level 3
 
 
(40
   (46   
 
(44
   (128 
 
(113
   (3
Ending balance
 
 
$2,827
 
   $1,938    
 
$2,827
 
   $1,938  
 
$2,531
 
   $2,753 
In the table above:
 
Changes in fair value are presented for loans that are classified in level 3 as of the end of the period.
 
Net unrealized gains/(losses) relates to loans that were still held at
period-end.
 
Purchases includes originations and secondary purchases.
 
Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a loan was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.
The table below presents information, by loan type, for loans included in the summary table above.
 
  Three Months
Ended September
       Nine Months
Ended September
 
$ in millions
 
 
2020
 
   2019    
 
2020
 
   2019 
Corporate
       
Beginning balance
 
 
$  
 
939
 
   $ 873   
 
$  
 
752
 
   $ 659 
Net realized gains/(losses)
 
 
7
 
   6   
 
14
 
   7 
Net unrealized gains/(losses)
 
 
1
 
   (23  
 
(5
   (29
Purchases
 
 
132
 
   48   
 
184
 
   111 
Sales
 
 
(9
   (67  
 
(18
   (14
Settlements
 
 
(58
   (124  
 
(110
   (220
Transfers into level 3
 
 
23
 
   51   
 
230
 
   248 
Transfers out of level 3
 
 
(32
   (42   
 
(44
   (40
Ending balance
 
 
$1,003
 
   $ 722    
 
$1,003
 
   $ 722 
 
Commercial real estate
       
Beginning balance
 
 
$1,084
 
   $ 642   
 
$  
 
591
 
   $ 677 
Net realized gains/(losses)
 
 
11
 
   7   
 
38
 
   18 
Net unrealized gains/(losses)
 
 
43
 
   (15  
 
4
 
   (2
Purchases
 
 
40
 
   2   
 
323
 
   12 
Sales
 
 
(5
   (3  
 
(10
   (6
Settlements
 
 
(120
   (68  
 
(278
   (200
Transfers into level 3
 
 
121
 
   34   
 
498
 
   100 
Transfers out of level 3
 
 
(8
   (1   
 
 
   (1
Ending balance
 
 
$1,166
 
   $ 598    
 
$1,166
 
   $ 598 
 
Residential real estate
       
Beginning balance
 
 
$  
 
268
 
   $ 174   
 
$  
 
221
 
   $ 290 
Net realized gains/(losses)
 
 
3
 
   2   
 
7
 
   11 
Net unrealized gains/(losses)
 
 
11
 
   8   
 
8
 
   21 
Purchases
 
 
1
 
   5   
 
43
 
   11 
Sales
 
 
(2
   (1  
 
(2
   (4
Settlements
 
 
(22
   (19  
 
(57
   (76
Transfers into level 3
 
 
10
 
   41   
 
49
 
   41 
Transfers out of level 3
 
 
0
 
   (3   
 
 
   (87
Ending balance
 
 
$  
 
269
 
   $ 207    
 
$  
 
269
 
   $ 207 
 
Wealth management and other
       
Beginning balance
 
 
$  
 
368
 
   $ 418   
 
$  
 
326
 
   $ 364 
Net realized gains/(losses)
 
 
2
 
   4   
 
1
 
   19 
Net unrealized gains/(losses)
 
 
21
 
   20   
 
27
 
   44 
Purchases
 
 
8
 
      
 
7
 
    
Sales
 
 
(1
      
 
(1
    
Settlements
 
 
(21
   (31  
 
(122
   (104
Transfers into level 3
 
 
12
 
       
 
151
 
   88 
Ending balance
 
 
$  
 
389
 
   $ 411    
 
$  
 
389
 
   $ 411 
Level 3 Rollforward Commentary
Three Months Ended September 2020.
The net realized and unrealized gains on level 3 loans of $99 million (reflecting $23 million of net realized gains and $76 million of net unrealized gains) for the three months ended September 2020 included gains of $86 million reported in other principal transactions and $13 million reported in interest income.
The drivers of the net unrealized gains on level 3 loans for the three months ended September 2020 were not material.
43Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q42

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents information, by loan type, for loans included in the summary table above.
  
Three Months
Ended March
 
   
$ in millions
 
 
2021
 
   2020 
Corporate
 
Beginning balance
 
 
$  
 
929
 
   $   752 
Net realized gains/(losses)
 
 
6
 
   10 
Net unrealized gains/(losses)
 
 
6
 
   (11
Purchases
 
 
22
 
   156 
Sales
 
 
 
   (7
Settlements
 
 
(33
   (40
Transfers into level 3
 
 
84
 
   187 
Transfers out of level 3
 
 
(38
   (3
Ending balance
 
 
$  
 
976
 
   $1,044 
 
Commercial real estate
 
Beginning balance
 
 
$1,104
 
   $   591 
Net realized gains/(losses)
 
 
7
 
   17 
Net unrealized gains/(losses)
 
 
(14
   7 
Purchases
 
 
8
 
   236 
Sales
 
 
 
   (5
Settlements
 
 
(73
   (115
Transfers into level 3
 
 
 
   332 
Transfers out of level 3
 
 
(4
    
Ending balance
 
 
$1,028
 
   $1,063 
 
Residential real estate
 
Beginning balance
 
 
$  
 
260
 
   $   221 
Net realized gains/(losses)
 
 
3
 
    
Net unrealized gains/(losses)
 
 
(1
   (17
Purchases
 
 
 
   42 
Settlements
 
 
(15
   (27
Transfers into level 3
 
 
 
   41 
Transfers out of level 3
 
 
(71
    
Ending balance
 
 
$  
 
176
 
   $   260 
 
Wealth management and other
 
Beginning balance
 
 
$  
 
385
 
   $   326 
Net realized gains/(losses)
 
 
10
 
    
Net unrealized gains/(losses)
 
 
(2
   (33
Purchases
 
 
1
 
   39 
Settlements
 
 
(43
   (39
Transfers into level 3
 
 
 
   93 
Ending balance
 
 
$  
 
351
 
   $   386 
Level 3 Rollforward Commentary
Three Months Ended March 2021.
The net realized and unrealized gains on level 3 loans of $15 million (reflecting $26 million of net realized gains and $11 million of net unrealized losses) for the three months ended March 2021 included gains of $4 million reported in other principal transactions and $11 million reported in interest income.
The drivers of the net unrealized losses on level 3 loans for the three months ended March 2021 were not material.
Transfers into level 3 loans during the three months ended September 2020 primarilyMarch 2021 reflected transfers of certain corporate loans backed by commercial real estate from level 2 principally due to certain unobservable inputs becoming significant to the valuation of these instruments
,
and transfers of certain other loans backed by commercial real estate from level 2, principally(principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments.instruments).
The drivers of transfers
Transfers out of level 3 loans during the three months ended September 2020 were not material.March 2021 primarily reflected transfers of certain loans backed by residential real estate to level 2 (principally due to increased price transparency as a result of increased market evidence, including market transactions in these instruments).
NineThree Months Ended SeptemberMarch 2020.
The net realized and unrealized gainslosses on level 3 loans of $94$27 million (reflecting $60$27 million of net realized gains and $34$54 million of net unrealized gains)losses) for the ninethree months ended SeptemberMarch 2020 included gainsgains/(losses) of $70$(44) million reported in other principal transactions and $24$17 million reported in interest income.
The drivers of the net unrealized gainslosses on level 3 loans for the ninethree months ended SeptemberMarch 2020 were not material.
Transfers into level 3 loans during the ninethree months ended SeptemberMarch 2020 primarily reflected transfers of certain loans backed by commercial real estate corporate loans and wealth management and othercorporate loans from level 2 principally(principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments.instruments).
The drivers of transfers out of level 3 loans during the ninethree months ended SeptemberMarch 2020 were not material.
Three Months Ended September 2019.
The net realized and unrealized gains on level 3 loans of $9 million (reflecting $19 million of net realized gains and $10 million of net unrealized losses) for the three months ended September 2019 included gains/(losses) of $(7) million reported in other principal transactions and $16 million reported in interest income.
The drivers of the net unrealized gains on level 3 loans for the three months ended September 2019 were not material.
The drivers of both transfers into level 3 loans and transfers out of level 3 loans during the three months ended September 2019 were not material.
Nine Months Ended September 2019.
The net realized and unrealized gains on level 3 loans of $89 million (reflecting $55 million of net realized gains and $34 million of net unrealized gains) for the nine months ended September 2019 included gains of $56 million reported in other principal transactions and $33 million reported in interest income.
The drivers of the net unrealized gains on level 3 loans for the nine months ended September 2019 were not material.
Transfers into level 3 loans during the nine months ended September 2019 primarily reflected transfers of certain corporate, commercial real estate, and wealth management and other loans from level 2, principally due to reduced price transparency as a result of a lack of market evidence, including fewer market transactions in these instruments.
Transfers out of level 3 loans during the nine months ended September 2019 primarily reflected transfers of certain loans backed by residential real estate to level 2, principally due to increased price transparency as a result of market evidence, including market transactions in these instruments.
Estimated Fair Value
The table below presents the estimated fair value of loans that are not accounted for at fair value and in what level of the fair value hierarchy they would have been classified if they had been included in the firm’s fair value hierarchy.
 
 
Carrying
Value
 
        
 Estimated Fair Value  
Carrying
Value
 
 
 Estimated Fair Value 
$ in millions
 Level 2    Level 3    Total   Level 2    Level 3    Total 
As of September 2020
       
As of March 2021
            
Amortized cost
 
 
$95,456
 
  
 
$43,823
 
  
 
$52,792
 
  
 
$96,615
 
 
 
$104,600
 
   
 
$60,861
 
  
 
$45,209
 
  
 
$106,070
 
Held for sale
 
 
$  2,506
 
  
 
$  1,438
 
  
 
$  1,075
 
  
 
$  2,513
 
 
 
$    3,179
 
   
 
$  2,295
 
  
 
$    
 
895
 
  
 
$    3,190
 
As of December 2019
       
As of December 2020
            
Amortized cost
 $89,195   $52,091    $37,095    $89,186   $  99,691     $52,793    $48,512    $101,305 
Held for sale
 $  5,323    $  4,157    $  1,252    $  5,409   $    2,799     $  1,541    $  1,271    $    2,812 
 
Goldman Sachs September 2020 Form 10-Q43 44Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Note 10.
Fair Value Option
 
Other Financial Assets and Liabilities at Fair Value
In addition to trading assets and liabilities, and certain investments and loans, the firm accounts for certain of its other financial assets and liabilities at fair value, substantially all under the fair value option. The primary reasons for electing the fair value option are to:
 
Reflect economic events in earnings on a timely basis;
 
Mitigate volatility in earnings from using different measurement attributes (e.g., transfers of financial assets accounted for as financings are recorded at fair value, whereas the related secured financing would be recorded on an accrual basis absent electing the fair value option); and
 
Address simplification and cost-benefit considerations (e.g., accounting for hybrid financial instruments at fair value in their entirety versus bifurcation of embedded derivatives and hedge accounting for debt hosts).
Hybrid financial instruments are instruments that contain bifurcatable embedded derivatives and do not require settlement by physical delivery of nonfinancial assets (e.g., physical commodities). If the firm elects to bifurcate the embedded derivative from the associated debt, the derivative is accounted for at fair value and the host contract is accounted for at amortized cost, adjusted for the effective portion of any fair value hedges. If the firm does not elect to bifurcate, the entire hybrid financial instrument is accounted for at fair value under the fair value option.
Other financial assets and liabilities accounted for at fair value under the fair value option include:
 
Repurchase agreements and resale agreements;
 
SecuritiesCertain securities borrowed and loaned in FICC financing;transactions;
 
Substantially all other secured financings, including transfers of assets accounted for as financings;
 
Certain unsecured short- and long-term borrowings, substantially all of which are hybrid financial instruments;
 
Certain customer and other receivables, including certain margin loans; and
 
Certain time deposits (deposits with no stated maturity are not eligible for a fair value option election), including structured certificates of deposit, which are hybrid financial instruments.
Fair Value of Other Financial Assets and Liabilities by Level
The table below presents, by level within the fair value hierarchy, other financial assets and liabilities at fair value, substantially all of which are accounted for at fair value under the fair value option.
 
$ in millions
 Level 1  Level 2  Level 3  Total  Level 1  Level 2  Level 3  Total 
As of September 2020
    
As of March 2021
        
Assets
            
Resale agreements
 
 
$    –
 
 
 
$ 101,277
 
 
 
$
  
        –
 
 
 
$ 101,277
 
 
 
$  –
 
 
 
$ 146,084
 
 
 
$          
 
 
 
 
$ 146,084
 
Securities borrowed
 
 
 
 
 
31,680
 
 
 
 
 
 
31,680
 
 
 
 
 
 
31,554
 
 
 
 
 
 
31,554
 
Customer and other receivables
 
 
 
 
 
60
 
 
 
 
 
 
60
 
 
 
 
 
 
49
 
 
 
 
 
 
49
 
Total
 
 
$    –
 
 
 
$ 133,017
 
 
 
$
  
        –
 
 
 
$ 133,017
 
 
 
$  –
 
 
 
$ 177,687
 
 
 
$          
 
 
 
 
$ 177,687
 
Liabilities
            
Deposits
 
 
$    –
 
 
 
$  (14,251
 
 
$  (4,150
 
 
$  (18,401
 
 
$  –
 
 
 
$  (28,245
 
 
$  (3,984
 
 
$  (32,229
Repurchase agreements
 
 
 
 
 
(101,277
 
 
(2
 
 
(101,279
 
 
 
 
 
(130,606
 
 
(1
 
 
(130,607
Securities loaned
 
 
 
 
 
(1,060
 
 
 
 
 
(1,060
 
 
 
 
 
(3,678
 
 
 
 
 
(3,678
Other secured financings
 
 
 
 
 
(20,502
 
 
(3,063
 
 
(23,565
 
 
 
 
 
(22,973
 
 
(3,224
 
 
(26,197
Unsecured borrowings:
            
Short-term
 
 
 
 
 
(18,356
 
 
(7,574
 
 
(25,930
 
 
 
 
 
(20,239
 
 
(10,246
 
 
(30,485
Long-term
 
 
 
 
 
(27,548
 
 
(12,780
 
 
(40,328
 
 
 
 
 
(29,725
 
 
(10,177
 
 
(39,902
Other liabilities
 
 
 
 
 
(1
 
 
(335
 
 
(336
 
 
 
 
 
(1
 
 
(159
 
 
(160
Total
 
 
$    –
 
 
 
$(182,995
 
 
$(27,904
 
 
$(210,899
 
 
$  –
 
 
 
$(235,467
 
 
$(27,791
 
 
$(263,258
As of December 2019
    
As of December 2020
        
Assets
            
Resale agreements
  $    –   $  
 
85,691
   $
 
          –
   $  
 
85,691
   $  –   
 
108,060
   $
 
          
 
   
 
108,060
 
Securities borrowed
    26,279     26,279      28,898      28,898 
Customer and other receivables
    53     53      82      82 
Total
  $    –   $
 
112,023
   $
 
          –
   $
 
112,023
   $  –   
 
137,040
   $
 
          
 
   
 
137,040
 
Liabilities
            
Deposits
  $    –   $
  
(13,742
  $
  
(4,023
  $
  
(17,765
  $  –   $  
 
(11,955
  $  
 
(4,221
  $  
 
(16,176
Repurchase agreements
    (117,726 (30 (117,756     (126,569  (2  (126,571
Securities loaned
    (714    (714     (1,053     (1,053
Other secured financings
    (17,685 (386 (18,071     (20,652  (3,474  (24,126
Unsecured borrowings:
            
Short-term
    (20,300 (5,707 (26,007     (19,227  (7,523  (26,750
Long-term
    (32,920 (10,741 (43,661     (28,335  (12,576  (40,911
Other liabilities
    (1 (149 (150     (1  (262  (263
Total
  $    –  $
 
(203,088
 $
 
(21,036
 $
 
(224,124
  $  –   $
 
(207,792
  $
 
(28,058
  $
 
(235,850
In the table above, other financial assets are shown as positive amounts and other financial liabilities are shown as negative amounts.
See Note 4 for an overview of the firm’s fair value measurement policies and the valuation techniques and significant inputs used to determine the fair value of other financial assets and liabilities.
Significant Unobservable Inputs
See below for information about the significant unobservable inputs used to value level 3 other financial assets and liabilities at fair value as of both September 2020March 2021 and December 2019.2020.
 
45Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q44

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Other Secured Financings.
The ranges and weighted averages of significant unobservable inputs used to value level 3 other secured financings are presented below. These ranges and weighted averages exclude unobservable inputs that are only relevant to a single instrument, and therefore are not meaningful.
As of SeptemberMarch 2021:
Yield: 1.4% to 7.1% (weighted average: 2.4%)
Duration: 1.4 to 7.8 years (weighted average: 4.0 years)
As of December 2020:
 
 
Yield: 1.51.4% to 7.1% (weighted average: 3.12.7%)
 
Duration: 0.91.4 to 8.38.0 years (weighted average: 4.24.0 years)
As of December 2019:
Yield: 3.3% to 4.2% (weighted average: 3.5%)
Duration: 0.6 to 2.1 years (weighted average: 1.0 year)
Generally, increases in yield or duration, in isolation, would have resulted in a lower fair value measurement as of
period-end.
Due to the distinctive nature of each of level 3 other secured financings, the interrelationship of inputs is not necessarily uniform across such financings. See Note 11 for further information about other secured financings.
Deposits, Unsecured Borrowings and Other Liabilities.
Substantially all of the firm’s deposits, unsecured short- and long-term borrowings, and other liabilities that are classified in level 3 are hybrid financial instruments. As the significant unobservable inputs used to value hybrid financial instruments primarily relate to the embedded derivative component of these deposits, unsecured borrowings and other liabilities, these unobservable inputs are incorporated in the firm’s derivative disclosures in Note 7. See Note 13 for further information about deposits, Note 14 for further information about unsecured borrowings and Note 15 for further information about other liabilities.
Repurchase Agreements.
As of both September 2020March 2021 and December 2019,2020, the firm’s level 3 repurchase agreements were not material.
Level 3 Rollforward
The table below presents a summary of the changes in fair value for level 3 other financial liabilities accounted for at fair value.
 
 Three Months
Ended September
       Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Beginning balance
 
 
$(25,963
 $(20,819  
 
$(21,036
 $(19,397 
 
$(28,058
   $(21,036
Net realized gains/(losses)
 
 
(112
 (135  
 
(244
 (307 
 
(146
   (130
Net unrealized gains/(losses)
 
 
(354
 (185  
 
347
 
 (1,839 
 
375
 
   3,160 
Issuances
 
 
(6,974
 (3,964  
 
(18,633
 (8,693 
 
(8,645
   (7,643
Settlements
 
 
6,911
 
 3,910   
 
14,348
 
 9,509  
 
7,070
 
   5,157 
Transfers into level 3
 
 
(1,756
 (570  
 
(2,857
 (1,112 
 
(641
   (1,596
Transfers out of level 3
 
 
344
 
 670    
 
171
 
 746  
 
2,254
 
   438 
Ending balance
 
 
$(27,904
 $(21,093   
 
$(27,904
 $(21,093 
 
$(27,791
   $(21,650
In the table above:
 
Changes in fair value are presented for all other financial liabilities that are classified in level 3 as of the end of the period.
 
Net unrealized gains/(losses) relates to other financial liabilities that were still held at
period-end.
 
Transfers between levels of the fair value hierarchy are reported at the beginning of the reporting period in which they occur. If a financial liability was transferred to level 3 during a reporting period, its entire gain or loss for the period is classified in level 3.
 
For level 3 other financial liabilities, increases are shown as negative amounts, while decreases are shown as positive amounts.
 
Level 3 other financial liabilities are frequently economically hedged with trading assets and liabilities. Accordingly, gains or losses that are classified in level 3 can be partially offset by gains or losses attributable to level 1, 2 or 3 trading assets and liabilities. As a result, gains or losses included in the level 3 rollforward below do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.
 
Goldman Sachs September 2020 Form 10-Q45 46Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents information, by the consolidated balance sheet line items, for liabilities included in the summary table above.
 
 Three Months
Ended September
  
    
 Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Deposits
          
Beginning balance
 
 
$  (4,217
 $  (3,622  
 
$  (4,023
 $  (3,168 
 
$  (4,221
   $  (4,023
Net realized gains/(losses)
 
 
(4
     
 
 
 (3 
 
(7
   (11
Net unrealized gains/(losses)
 
 
(68
 (129  
 
(142
 (398 
 
(2
   117 
Issuances
 
 
(124
 (267  
 
(4,054
 (661 
 
(93
   (335
Settlements
 
 
235
 
 150   
 
4,083
 
 272  
 
307
 
   309 
Transfers into level 3
 
 
(38
 (136  
 
(69
 (59 
 
(27
   (121
Transfers out of level 3
 
 
66
 
 58    
 
55
 
 71  
 
59
 
   68 
Ending balance
 
 
$  (4,150
 $  (3,946   
 
$  (4,150
 $  (3,946 
 
$  (3,984
   $  (3,996
Repurchase agreements
          
Beginning balance
 
 
$
  
     (10
 $       (28  
 
$
  
     (30
 $       (29 
 
$        
 
(2
   $       (30
Net unrealized gains/(losses)
 
 
 
 1   
 
(2
 (2 
 
 
   3 
Settlements
 
 
8
 
 2    
 
30
 
 6  
 
1
 
   15 
Ending balance
 
 
$
  
       (2
 $       (25   
 
$
  
       (2
 $       (25 
 
$        
 
(1
   $       (12
Other secured financings
          
Beginning balance
 
 
$  (1,773
 $     (202  
 
$
  
   (386
 $     (170 
 
$  (3,474
   $     (386
Net realized gains/(losses)
 
 
7
 
 4   
 
13
 
 19  
 
3
 
   (44
Net unrealized gains/(losses)
 
 
(67
 (5  
 
(12
 (24 
 
36
 
   107 
Issuances
 
 
(10
 (1  
 
(847
 (20 
 
(66
   (14
Settlements
 
 
79
 
 3   
 
332
 
 14  
 
99
 
   92 
Transfers into level 3
 
 
(1,299
 (133   
 
(2,163
 (153 
 
(266
   (985
Transfers out of level 3
 
 
444
 
    
Ending balance
 
 
$  (3,063
 $     (334   
 
$  (3,063
 $     (334 
 
$  (3,224
   $  (1,230
Unsecured short-term borrowings
Unsecured short-term borrowings
 
         
Beginning balance
 
 
$  (6,806
 $  (5,026  
 
$  (5,707
 $  (4,076 
 
$  (7,523
   $  (5,707
Net realized gains/(losses)
 
 
(58
 (50  
 
(109
 (99 
 
(74
   (11
Net unrealized gains/(losses)
 
 
(42
 34   
 
458
 
 (238 
 
(62
   1,538 
Issuances
 
 
(4,879
 (2,147  
 
(7,605
 (4,085 
 
(6,891
   (3,954
Settlements
 
 
4,295
 
 1,982   
 
5,571
 
 3,270  
 
3,607
 
   2,718 
Transfers into level 3
 
 
(280
 (159  
 
(234
 (217 
 
(202
   (270
Transfers out of level 3
 
 
196
 
 383    
 
52
 
 462  
 
899
 
   275 
Ending balance
 
 
$  (7,574
 $  (4,983   
 
$  (7,574
 $  (4,983 
 
$(10,246
   $  (5,411
Unsecured long-term borrowings
Unsecured long-term borrowings
 
         
Beginning balance
 
 
$(12,837
 $(11,769  
 
$(10,741
 $(11,823 
 
$(12,576
   $(10,741
Net realized gains/(losses)
 
 
(64
 (96  
 
(171
 (244 
 
(76
   (72
Net unrealized gains/(losses)
 
 
(167
 (60  
 
225
 
 (1,110 
 
300
 
   1,571 
Issuances
 
 
(1,949
 (1,542  
 
(6,099
 (3,907 
 
(1,587
   (3,332
Settlements
 
 
2,294
 
 1,773   
 
4,332
 
 5,947  
 
3,056
 
   2,023 
Transfers into level 3
 
 
(139
 (142  
 
(390
 (683 
 
(146
   (220
Transfers out of level 3
 
 
82
 
 229    
 
64
 
 213  
 
852
 
   95 
Ending balance
 
 
$(12,780
 $(11,607   
 
$(12,780
 $(11,607 
 
$(10,177
   $(10,676
Other liabilities
          
Beginning balance
 
 
$
  
   (320
 $     (172  
 
$
  
   (149
 $     (131 
 
$    
 
(262
   $     (149
Net realized gains/(losses)
 
 
7
 
 7   
 
23
 
 20  
 
8
 
   8 
Net unrealized gains/(losses)
 
 
(10
 (26  
 
(180
 (67 
 
103
 
   (176
Issuances
 
 
(12
 (7  
 
(28
 (20 
 
(8
   (8
Transfers into level 3
 
 
 
      
 
(1
   
Ending balance
 
 
$
  
   (335
 $     (198   
 
$
  
   (335
 $     (198 
 
$    
 
(159
   $     (325
Level 3 Rollforward Commentary
Three Months Ended September 2020.March 2021.
The net realized and unrealized lossesgains on level 3 other financial liabilities of $466$229 million (reflecting $112$146 million of net realized losses and $354$375 million of net unrealized losses)gains) for the three months ended September 2020March 2021 included lossesgains/(losses) of $289$198 million reported in market making, $32$38 million reported in other principal transactions and $7$(3) million reported in interest expense in the consolidated statements of earnings, and $138$(4) million reported in debt valuation adjustment in the consolidated statements of comprehensive income.
The net unrealized lossesgains on level 3 other financial liabilities for the three months ended September 2020March 2021 primarily reflected lossesgains on certain hybrid financial instruments included in unsecured long-term borrowings principally(principally due to an increase in global equity prices,interest rates) and lossesgains on certain hybrid financial instruments includedother liabilities (principally due
 to
changes in deposits and other secured financings, principally due to an increase in the market value of the underlying assets.assets).
Transfers into level 3 other financial liabilities during the three months ended September 2020March 2021 primarily reflected transfers of certain other secured financings from level 2 principally(principally due to reduced price transparency of certain yield and duration inputs used to value these instruments,instruments) and transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings from level 2 (principally due to reduced price transparency of certain volatility and correlation inputs used to value these instruments).
Transfers out of level 3 other financial liabilities during the three months ended March 2021 primarily reflected transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings to level 2 (principally due to increased price transparency of certain volatility and correlation inputs used to value these instruments) and transfers of certain other secured financings to level 2 (principally due to increased price transparency of certain yield and duration inputs used to value these instruments).
Three Months Ended March 2020.
The net realized and unrealized gains on level 3 other financial liabilities of $3.03 billion (reflecting $130 million of net realized losses and $3.16 billion of net unrealized gains) for the three months ended March 2020 included gains of $1.99 billion reported in market making and $64 million reported in other principal transactions in the consolidated statements of earnings, and $974 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.
The unrealized gains on level 3 other financial liabilities for the three months ended March 2020 primarily reflected gains on certain hybrid financial instruments included in unsecured long- and short-term borrowings (principally due to a decrease in global equity prices).
Transfers into level 3 other financial liabilities during the three months ended March 2020 primarily reflected transfers of certain other secured financings and hybrid financial instruments included in unsecured short- and long-term borrowings from level 2 (in each case, principally due to reduced price transparency of certain volatility and correlation inputs used to value these instruments.
instruments).
Transfers out of level 3 other financial liabilities during the three months ended September 2020 primarily reflected transfers of certain hybrid financial instruments included in unsecured short-term borrowings to level 2, principally due to increased price transparency of certain volatility and correlation inputs used to value these instruments.
Nine Months Ended September 2020.
The net realized and unrealized gains on level 3 other financial liabilities of $103 million (reflecting $244 million of net realized losses and $347 million of net unrealized gains) for the nine months ended September 2020 included gains/(losses) of $(38) million reported in market making, $27 million reported in other principal transactions and $(12) million reported in interest expense in the consolidated statements of earnings, and $126 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.
The net unrealized gains on level 3 other financial liabilities for the nine months ended September 2020 primarily reflected gains on certain hybrid financial instruments included in unsecured short- and long-term borrowings, principally due to a decrease in global equity prices, partially offset by losses on certain other liabilities and hybrid financial instruments included in deposits, principally due to an increase in the market value of the underlying assets.
Transfers into level 3 other financial liabilities during the nine months ended September 2020 primarily reflected transfers of certain other secured financings from level 2, principally due to reduced price transparency of certain yield and duration inputs used to value these instruments, and certain hybrid financial instruments included in unsecured long- and short-term borrowings from level 2, principally due to reduced price transparency of certain volatility and correlation inputs used to value these instruments.
 
47Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q46

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The drivers of transfers out of level 3 other financial liabilities during the nine months ended September 2020 to level 2 were not material.
Three Months Ended September 2019.
The net realized and unrealized losses on level 3 other financial liabilities of $320 million (reflecting $135 million of net realized losses and $185 million of net unrealized losses) for the three months ended September 2019 included gains/(losses) of $(361) million reported in market making, $4 million reported in other principal transactions and $(4) million reported in interest expense in the consolidated statements of earnings, and $41 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.
The net unrealized losses on level 3 other financial liabilities for the three months ended September 2019 primarily reflected losses on certain hybrid financial instruments included in deposits, principally due to the impact of an increase in the market value of the underlying assets.
Transfers into level 3 other financial liabilities during the three months ended September 2019 reflected transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings and deposits from level 2, principally due to reduced transparency of certain volatility and correlation inputs used to value these instruments, and transfers of certain hybrid financial instruments included in other secured financings from level 2, principally due to reduced transparency of certain yield inputs used to value these instruments.
Transfers out of level 3 other financial liabilities during the three months ended September 2019March 2020 primarily reflected transfers of certain hybrid financial instruments included in unsecured short- and long-term borrowings to level 2 principally(principally due to increased price transparency of certain volatility and correlation inputs used to value these instruments.
instruments).
Nine Months Ended September 2019.
The net realized and unrealized losses on level 3 other financial liabilities of $2.15 billion (reflecting $307 million of net realized losses and $1.84 billion of net unrealized losses) for the nine months ended September 2019 included losses of $1.78 billion reported in market making, $2 million reported in other principal transactions and $4 million reported in interest expense in the consolidated statements of earnings, and $362 million reported in debt valuation adjustment in the consolidated statements of comprehensive income.
The net unrealized losses on level 3 other financial liabilities for the nine months ended September 2019 primarily reflected losses on certain hybrid financial instruments included in unsecured long-term borrowings, principally due to an increase in global equity prices, and losses on certain hybrid financial instruments included in deposits, principally due to the impact of an increase in the market value of the underlying assets.
Transfers into level 3 other financial liabilities during the nine months ended September 2019 primarily reflected transfers of certain hybrid financial instruments included in unsecured long- and short-term borrowings from level 2, principally due to reduced transparency of certain volatility and correlation inputs used to value these instruments.
Transfers out of level 3 other financial liabilities during the nine months ended September 2019 primarily reflected transfers of certain hybrid financial instruments included in unsecured short-term and long-term borrowings to level 2, principally due to increased transparency of certain volatility and correlation inputs used to value these instruments.
Gains and Losses on Other Financial Assets and Liabilities Accounted for at Fair Value Under the Fair Value Option
The table below presents the gains and losses recognized in earnings as a result of the election to apply the fair value option to certain financial assets and liabilities.
 
 Three Months
Ended September
       Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Unsecured short-term borrowings
 
 
$
  
 (406
 $   (293  
 
$ 1,723
 
 $(2,378 
 
$  
 
(960
   $4,481 
Unsecured long-term borrowings
 
 
(143
 (929  
 
(1,166
 (5,078 
 
(229
   992 
Other
 
 
(152
 (152   
 
(246
 (912 
 
106
 
   398 
Total
 
 
$   (701
 $(1,374   
 
$    
311
 
 $(8,368 
 
$(1,083
   $5,871 
In the table above:
 
Gains/(losses) were substantially all included in market making.
 
Gains/(losses) exclude contractual interest, which is included in interest income and interest expense, for all instruments other than hybrid financial instruments. See Note 23 for further information about interest income and interest expense.
 
Gains/(losses) included in unsecured short- and long-term borrowings were substantially all related to the embedded derivative component of hybrid financial instruments for each ofboth the three and nine months ended September 2020March 2021 and September 2019.March 2020. These gains and losses would have been recognized under other U.S. GAAP even if the firm had not elected to account for the entire hybrid financial instrument at fair value.
 
Other primarily consists of gains/(losses) on customer and other receivables, deposits, other secured financings and other liabilities.
 
Other financial assets and liabilities at fair value are frequently economically hedged with trading assets and liabilities. Accordingly, gains or losses on such other financial assets and liabilities can be partially offset by gains or losses on trading assets and liabilities. As a result, gains or losses on other financial assets and liabilities do not necessarily represent the overall impact on the firm’s results of operations, liquidity or capital resources.
Goldman Sachs September 2020 Form 10-Q48

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
See Note 8 for information about gains/(losses) on equity securities and Note 9 for information about gains/(losses) on loans which are accounted for at fair value under the fair value option. Gains/(losses) on trading assets and liabilities accounted for at fair value under the fair value option are included in market making. See Note 5 for further information about gains/(losses) from market making.
Long-Term Debt Instruments
The difference between the aggregate contractual principal amount and the related fair value of long-term other secured financings for which the fair value option was elected was not material as of both September 2020March 2021 and December 2019.2020.
The difference between the aggregate contractual principal amount and the related fair value of unsecured long-term borrowings for which the fair value option was elected was not materialexceeded the related fair value by $319 million as of September 2020,March 2021, and the fair value exceeded the aggregate contractual principal amount by $199$445 million as of December 2019.2020. The amounts above include both principal-protected and
non-principal-protected
long-term borrowings.
Debt Valuation Adjustment
The firm calculates the fair value of financial liabilities for which the fair value option is elected by discounting future cash flows at a rate which incorporates the firm’s credit spreads.
The table below presents information about the net debt valuation adjustment (DVA) gains/(losses) on financial liabilities for which the fair value option was elected.
 
 Three Months
Ended September
           Nine Months
Ended September
  Three Months
Ended March
 
 
$ in millions
 
 
2020
 
     2019    
 
2020
 
   2019  
 
2021
 
   2020 
DVA
(pre-tax)
 
 
$(357
     $372   
 
$576
 
   $(1,930 
 
$(29
   $3,871 
DVA (net of tax)
 
 
$(268
     $278    
 
$428
 
   $(1,450 
 
$(19
   $2,914 
In the table above:
 
DVA (net of tax) is included in debt valuation adjustment in the consolidated statements of comprehensive income.
 
The gains/(losses) reclassified to earnings from accumulated other comprehensive income/(loss) upon extinguishment of such financial liabilities were not material for each ofboth the three and nine months ended September 2020March 2021 and September 2019.March 2020.
47Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Loans and Lending Commitments
The table below presents the difference between the aggregate fair value and the aggregate contractual principal amount for loans (included in trading assets and loans onin the consolidated balance sheets) for which the fair value option was elected.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
  December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Performing loans
       
Aggregate contractual principal in excess of fair value
 
 
$  1,096
 
 $   809  
 
$  1,048
 
   $     958 
Loans on nonaccrual status and/or more than 90 days past due
Loans on nonaccrual status and/or more than 90 days past due
 
Loans on nonaccrual status and/or more than 90 days past due
 
Aggregate contractual principal in excess of fair value
 
 
$10,296
 
 $6,703  
 
$11,005
 
   $10,526 
Aggregate fair value
 
 
$  3,103
 
 $2,776  
 
$  4,060
 
   $  3,519 
In the table above, the aggregate contractual principal amount of loans on nonaccrual status and/or more than 90 days past due (which excludes loans carried at zero fair value and considered uncollectible) exceeds the related fair value primarily because the firm regularly purchases loans, such as distressed loans, at values significantly below the contractual principal amounts.
The fair value of unfunded lending commitments for which the fair value option was elected was a liability of $22$56 million as of September 2020March 2021 and $24$25 million as of December 2019,2020, and the related total contractual amount of these lending commitments was $1.58 billion$916 million as of September 2020March 2021 and $1.55$1.64 billion as of December 2019.2020. See Note 18 for further information about lending commitments.
Impact of Credit Spreads on Loans and Lending Commitments
The estimated net gain/(loss) attributable to changes in instrument-specific credit spreads on loans and lending commitments for which the fair value option was elected was $73$132 million for the three months ended September 2020, $(22)March 2021 and $(194) million for the three months ended September 2019, $(151) million for the nine months ended September 2020 and $161 million for the nine months ended September 2019.March 2020. The firm generally calculates the fair value of loans and lending commitments for which the fair value option is elected by discounting future cash flows at a rate which incorporates the instrument-specific credit spreads. For floating-rate loans and lending commitments, substantially all changes in fair value are attributable to changes in instrument-specific credit spreads, whereas for fixed-rate loans and lending commitments, changes in fair value are also attributable to changes in interest rates.
49Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Note 11.
Collateralized Agreements and Financings
Collateralized agreements are resale agreements and securities borrowed. Collateralized financings are repurchase agreements, securities loaned and other secured financings. The firm enters into these transactions in order to, among other things, facilitate client activities, invest excess cash, acquire securities to cover short positions and finance certain firm activities.
Collateralized agreements and financings are presented on a
net-by-counterparty
basis when a legal right of setoff exists. Interest on collateralized agreements, which is included in interest income, and collateralized financings, which is included in interest expense, is recognized over the life of the transaction. See Note 23 for further information about interest income and interest expense.
The table below presents the carrying value of resale and repurchase agreements and securities borrowed and loaned transactions.
  As of 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
Resale agreements
 
 
$101,277
 
   $  85,691 
Securities borrowed
 
 
$127,391
 
   $136,071 
Repurchase agreements
 
 
$101,279
 
   $117,756 
Securities loaned
 
 
$  17,288
 
   $  14,985 
In the table above:
Resale agreements and repurchase agreements are carried at fair value under the fair value option. See Note 4 for further information about the valuation techniques and significant inputs used to determine fair value.
Securities borrowed of $31.68 billion as of September 2020 and $26.28 billion as of December 2019, and securities loaned of $1.06 billion as of September 2020 and $714 million as of December 2019 were at fair value.
Resale and Repurchase Agreements
A resale agreement is a transaction in which the firm purchases financial instruments from a seller, typically in exchange for cash, and simultaneously enters into an agreement to resell the same or substantially the same financial instruments to the seller at a stated price plus accrued interest at a future date.
A repurchase agreement is a transaction in which the firm sells financial instruments to a buyer, typically in exchange for cash, and simultaneously enters into an agreement to repurchase the same or substantially the same financial instruments from the buyer at a stated price plus accrued interest at a future date.
Even though repurchase and resale agreements (including “repos- and
reverses-to-maturity”)
involve the legal transfer of ownership of financial instruments, they are accounted for as financing arrangements because they require the financial instruments to be repurchased or resold before or at the maturity of the agreement. The financial instruments purchased or sold in resale and repurchase agreements typically include U.S. government and agency, and investment-grade sovereign obligations.
The firm receives financial instruments purchased under resale agreements and makes delivery of financial instruments sold under repurchase agreements. To mitigate credit exposure, the firm monitors the market value of these financial instruments on a daily basis, and delivers or obtains additional collateral due to changes in the market value of the financial instruments, as appropriate. For resale agreements, the firm typically requires collateral with a fair value approximately equal to the carrying value of the relevant assets in the consolidated balance sheets.
Goldman Sachs March 2021 Form 10-Q48

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Securities Borrowed and Loaned Transactions
In a securities borrowed transaction, the firm borrows securities from a counterparty in exchange for cash or securities. When the firm returns the securities, the counterparty returns the cash or securities. Interest is generally paid periodically over the life of the transaction.
In a securities loaned transaction, the firm lends securities to a counterparty in exchange for cash or securities. When the counterparty returns the securities, the firm returns the cash or securities posted as collateral. Interest is generally paid periodically over the life of the transaction.
The firm receives securities borrowed and makes delivery of securities loaned. To mitigate credit exposure, the firm monitors the market value of these securities on a daily basis, and delivers or obtains additional collateral due to changes in the market value of the securities, as appropriate. For securities borrowed transactions, the firm typically requires collateral with a fair value approximately equal to the carrying value of the securities borrowed transaction.
Goldman Sachs September 2020 Form 10-Q50

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Securities borrowed and loaned within FICC financing are recorded at fair value under the fair value option. See Note 10 for further information about securities borrowed and loaned accounted for at fair value.
SecuritiesSubstantially all of securities borrowed and loaned within Equities financing are recorded based on the amount of cash collateral advanced or received plus accrued interest. The firm also reviews such securities borrowed to determine if an allowance for credit losses should be recorded by taking into consideration the fair value of collateral received. As these agreements generally can be terminated on demand, they exhibit little, if any, sensitivity to changes in interest rates. Therefore, the carrying value of such agreements approximates fair value. As these agreements are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these agreements been included in the firm’s fair value hierarchy, they would have been classified in level 2 as of both September 2020March 2021 and December 2019.2020.
Offsetting Arrangements
The table below presents resale and repurchase agreements and securities borrowed and loaned transactions included in the consolidated balance sheets, as well as the amounts not offset in the consolidated balance sheets.
 
 Assets       Liabilities  Assets  
    
 Liabilities 
   
$ in millions
  Resale
agreements
 
 
  Securities
borrowed
 
 
    Repurchase
agreements
 
 
  Securities
loaned
 
 
  Resale
agreements
 
 
   Securities
borrowed
 
 
    Repurchase
agreements
 
 
   Securities
loaned
 
 
As of September 2020
     
As of March 2021
As of March 2021
           
Included in the consolidated balance sheets
Included in the consolidated balance sheets
 
Included in the consolidated balance sheets
 
Gross carrying value
 
 
$167,540
 
 
 
$ 131,829
 
  
 
$
 
167,542
 
 
 
$ 21,726
 
 
 
$222,884
 
  
 
$
 
182,679
 
   
 
$ 207,407
 
  
 
$
 
38,779
 
Counterparty netting
 
 
(66,263
 
 
(4,438
   
 
(66,263
 
 
(4,438
 
 
(76,800
  
 
(4,434
   
 
(76,800
  
 
(4,434
Total
 
 
101,277
 
 
 
127,391
 
   
 
101,279
 
 
 
17,288
 
 
 
146,084
 
  
 
178,245
 
   
 
130,607
 
  
 
34,345
 
Amounts not offset
     
Amounts not offset
           
Counterparty netting
 
 
(8,789
 
 
(2,776
  
 
(8,789
 
 
(2,776
 
 
(14,874
  
 
(10,739
   
 
(14,874
  
 
(10,739
Collateral
 
 
(90,529
 
 
(115,734
   
 
(91,651
 
 
(14,311
 
 
(128,260
  
 
(158,552
   
 
(112,422
  
 
(21,140
Total
 
 
$    1,959
 
 
 
$     8,881
 
   
 
$      
  
839
 
 
 
$     
 
201
 
 
 
$    2,950
 
  
 
$    
 
8,954
 
   
 
$    
 
3,311
 
  
 
$  
  
2,466
 
As of December 2019
     
As of December 2020
As of December 2020
 
          
Included in the consolidated balance sheets
Included in the consolidated balance sheets
 
Included in the consolidated balance sheets
 
Gross carrying value
 $152,982   $
 
140,677
   $ 185,047   $
 
19,591
   $205,817    $ 147,593     $ 224,328    $ 27,054 
Counterparty netting
 (67,291 (4,606   (67,291 (4,606  (97,757   (5,433    (97,757   (5,433
Total
 85,691  136,071    117,756  14,985   108,060    142,160     126,571    21,621 
Amounts not offset
     
Amounts not offset
           
Counterparty netting
 (3,058 (2,211  (3,058 (2,211  (8,920   (3,525    (8,920   (3,525
Collateral
 (78,528 (127,901   (114,065 (12,614  (96,140   (132,893    (116,819   (17,693
Total
 $    4,105   $    
 
5,959
    $        633   $     
 
160
   $    3,000    $     5,742     $        832    $      403 
In the table above:
 
Substantially all of the gross carrying values of these arrangements are subject to enforceable netting agreements.
 
Where the firm has received or posted collateral under credit support agreements, but has not yet determined such agreements are enforceable, the related collateral has not been netted.
 
Amounts not offset includes counterparty netting that does not meet the criteria for netting under U.S. GAAP and the fair value of collateral received or posted subject to enforceable credit support agreements.
Resale agreements and repurchase agreements are carried at fair value under the fair value option. See Note 4 for further information about the valuation techniques and significant inputs used to determine fair value.
Securities borrowed included in the consolidated balance sheets of $31.55 billion as of March 2021 and $28.90 billion as of December 2020, and securities loaned of $3.68 billion as of March 2021 and $1.05 billion as of December 2020 were at fair value under the fair value option. See Note 10 for further information about securities borrowed and securities loaned accounted for at fair value.
49Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Gross Carrying Value of Repurchase Agreements and Securities Loaned
The table below presents the gross carrying value of repurchase agreements and securities loaned by class of collateral pledged.
 
$ in millions
  Repurchase
agreements
 
 
   Securities
loaned
 
 
  Repurchase
agreements
 
 
   Securities
loaned
 
 
As of September 2020
   
As of March 2021
     
Money market instruments
 
 
$      
 
917
 
  
 
$         –
 
 
 
$      
 
851
 
  
 
$
  
        –
 
U.S. government and agency obligations
 
 
87,602
 
  
 
 
 
 
86,217
 
  
 
1
 
Non-U.S.
government and agency obligations
 
 
57,060
 
  
 
1,045
 
 
 
80,520
 
  
 
1,767
 
Securities backed by commercial real estate
 
 
66
 
  
 
 
 
 
38
 
  
 
 
Securities backed by residential real estate
 
 
288
 
  
 
 
 
 
604
 
  
 
 
Corporate debt securities
 
 
8,201
 
  
 
64
 
 
 
11,585
 
  
 
371
 
State and municipal obligations
 
 
21
 
  
 
 
 
 
57
 
  
 
 
Other debt obligations
 
 
18
 
  
 
 
 
 
83
 
  
 
 
Equity securities
 
 
13,369
 
  
 
20,617
 
 
 
27,452
 
  
 
36,640
 
Total
 
 
$167,542
 
  
 
$21,726
 
 
 
$207,407
 
  
 
$38,779
 
As of December 2019
   
As of December 2020
     
Money market instruments
 $       158    $        
 
   $
  
        88
    $
  
        –
 
U.S. government and agency obligations
 112,903       121,751     
Non-U.S.
government and agency obligations
 55,575    1,051   79,159    1,634 
Securities backed by commercial real estate
 210       65     
Securities backed by residential real estate
 1,079       121     
Corporate debt securities
 6,857    122   6,364    46 
State and municipal obligations
 242       92     
Other debt obligations
 196       20     
Equity securities
 7,827    18,418   16,668    25,374 
Total
 $185,047    $19,591   $224,328    $27,054 
The table below presents the gross carrying value of repurchase agreements and securities loaned by maturity.
 
 
As of September 2020
  
As of March 2021
 
 
$ in millions
 
 
Repurchase
agreements
 
 
  
 
Securities
loaned
 
 
 
 
Repurchase
agreements
 
 
  
 
Securities
loaned
 
 
No stated maturity and overnight
 
 
$103,365
 
  
 
$15,082
 
 
 
$  87,256
 
  
 
$24,075
 
2 - 30 days
 
 
33,042
 
  
 
3,175
 
 
 
57,123
 
  
 
307
 
31 - 90 days
 
 
8,822
 
  
 
 
 
 
17,812
 
  
 
691
 
91 days - 1 year
 
 
19,473
 
  
 
3,469
 
 
 
39,489
 
  
 
13,706
 
Greater than 1 year
 
 
2,840
 
  
 
 
 
 
5,727
 
    
Total
 
 
$167,542
 
  
 
$21,726
 
 
 
$207,407
 
  
 
$38,779
 
In the table above:
 
Repurchase agreements and securities loaned that are repayable prior to maturity at the option of the firm are reflected at their contractual maturity dates.
 
Repurchase agreements and securities loaned that are redeemable prior to maturity at the option of the holder are reflected at the earliest dates such options become exercisable.
51Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Other Secured Financings
In addition to repurchase agreements and securities loaned transactions, the firm funds certain assets through the use of other secured financings and pledges financial instruments and other assets as collateral in these transactions. These other secured financings include:
 
Liabilities of consolidated VIEs;
 
Transfers of assets accounted for as financings rather than sales (e.g., pledged commodities, bank loans and mortgage whole loans); and
 
Other structured financing arrangements.
Other secured financings included nonrecourse arrangements.
Nonrecourse other secured financings were $13.03
$11.55
 billion as of September 2020March 2021 and $10.91
$12.31 billion as of December 2019.2020.
The firm has elected to apply the fair value option to substantially all other secured financings because the use of fair value eliminates
non-economic
volatility in earnings that would arise from using different measurement attributes. See Note 10 for further information about other secured financings that are accounted for at fair value.
Other secured financings that are not recorded at fair value are recorded based on the amount of cash received plus accrued interest, which generally approximates fair value. As these financings are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these financings been included in the firm’s fair value hierarchy, they would have been primarily classified in level 3 as of September 2020both March 2021 and primarily classified in level 2 asDecember 2020.
Goldman Sachs March 2021 Form 10-Q50

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The table below presents information about other secured financings.
 
$ in millions
  U.S.
Dollar
 
 
   
Non-U.S.

Dollar
 
 
   Total   U.S.
Dollar
     
Non-U.S.

Dollar
 
 
   Total 
As of September 2020
     
As of March 2021
        
Other secured financings (short-term):
     
Other secured financings (short-term):
       
At fair value
 
 
$  5,109
 
  
 
$  6,619
 
  
 
$11,728
 
 
 
$  7,279
 
  
 
$  7,789
 
  
 
$15,068
 
At amortized cost
 
 
 
  
 
 
  
 
 
 
 
146
 
  
 
0
 
  
 
146
 
Other secured financings (long-term):
     
Other secured financings (long-term):
       
At fair value
 
 
6,693
 
  
 
5,144
 
  
 
11,837
 
 
 
6,593
 
  
 
4,536
 
  
 
11,129
 
At amortized cost
 
 
716
 
  
 
700
 
  
 
1,416
 
 
 
658
 
  
 
667
 
  
 
1,325
 
Total other secured financings
 
 
$12,518
 
  
 
$12,463
 
  
 
$24,981
 
 
 
$14,676
 
  
 
$12,992
 
  
 
$27,668
 
Other secured financings collateralized by:
Other secured financings collateralized by:
 
  
Other secured financings collateralized by:
 
Financial instruments
 
 
$  5,285
 
  
 
$10,105
 
  
 
$15,390
 
 
 
$  7,983
 
  
 
$11,429
 
  
 
$19,412
 
Other assets
 
 
$  7,233
 
  
 
$  2,358
 
  
 
$  9,591
 
 
 
$  6,693
 
  
 
$  1,563
 
  
 
$  8,256
 
As of December 2019
     
As of December 2020
        
Other secured financings (short-term):
     
Other secured financings (short-term):
       
At fair value
 $  2,754    $  4,441    $  7,195   $  6,371    $  6,847    $13,218 
At amortized cost
 129        129   0    0    0 
Other secured financings (long-term):
     
Other secured financings (long-term):
       
At fair value
 7,402    3,474    10,876   6,632    4,276    10,908 
At amortized cost
 397    680    1,077   914    715    1,629 
Total other secured financings
 $10,682    $  8,595    $19,277   $13,917    $11,838    $25,755 
Other secured financings collateralized by:
Other secured financings collateralized by:
 
  
Other secured financings collateralized by:
 
      
Financial instruments
 $  4,826    $  7,189    $12,015   $  6,841    $10,068    $16,909 
Other assets
 $  5,856    $  1,406    $  7,262   $  7,076    $  1,770    $  8,846 
In the table above:
 
Short-term other secured financings includes financings maturing within one year of the financial statement date and financings that are redeemable within one year of the financial statement date at the option of the holder.
 
U.S. dollar-denominated short-term other secured financings at amortized cost had a weighted average interest rate of 4.32%2.60% as of December 2019.March 2021. These rates include the effect of hedging activities.
 
U.S. dollar-denominated long-term other secured financings at amortized cost had a weighted average interest rate of 1.13%0.62% as of September 2020March 2021 and 2.79%1.27% as of December 2019.2020. These rates include the effect of hedging activities.
 
Non-U.S.
dollar-denominated long-term other secured financings at amortized cost had a weighted average interest rate of 0.34% as of March 2021 and 0.40% as of December 2020. These rates include the effect of hedging activities.
Total other secured financings included $2.03$1.99 billion as of September 2020March 2021 and $2.16$2.05 billion as of December 20192020 related to transfers of financial assets accounted for as financings rather than sales. Such financings were collateralized by financial assets, primarily included in trading assets, of $2.04$1.99 billion as of September 2020March 2021 and $2.21$2.26 billion as of December 2019.
2020.
 
Goldman Sachs September 2020 Form 10-Q52

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Other secured financings collateralized by financial instruments included $10.70$13.68 billion as of September 2020March 2021 and $9.09$11.28 billion as of December 20192020 of other secured financings collateralized by trading assets, investments and loans, and included $4.69$5.73 billion as of September 2020March 2021 and $2.93$5.63 billion as of December 20192020 of other secured financings collateralized by financial instruments received as collateral and repledged.
The table below presents other secured financings by maturity.
 
$ in millions
 
 
As of
September 2020
 
 
 
 
As of
March 2021
 
 
Other secured financings (short-term)
 
 
$11,728
 
 
 
$15,214
 
Other secured financings (long-term):
   
2021
 
 
1,090
 
2022
 
 
3,800
 
 
 
4,256
 
2023
 
 
1,741
 
 
 
2,576
 
2024
 
 
1,499
 
 
 
1,423
 
2025
 
 
892
 
 
 
906
 
2026 - thereafter
 
 
4,231
 
2026
 
 
1,077
 
2027 - thereafter
 
 
2,216
 
Total other secured financings (long-term)
 
 
13,253
 
 
 
12,454
 
Total other secured financings
 
 
$24,981
 
 
 
$27,668
 
In the table above:
 
Long-term other secured financings that are repayable prior to maturity at the option of the firm are reflected at their contractual maturity dates.
 
Long-term other secured financings that are redeemable prior to maturity at the option of the holder are reflected at the earliest dates such options become exercisable.
51Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Collateral Received and Pledged
The firm receives cash and securities (e.g., U.S. government and agency obligations, other sovereign and corporate obligations, as well as equity securities) as collateral, primarily in connection with resale agreements, securities borrowed, derivative transactions and customer margin loans. The firm obtains cash and securities as collateral on an upfront or contingent basis for derivative instruments and collateralized agreements to reduce its credit exposure to individual counterparties.
In many cases, the firm is permitted to deliver or repledge financial instruments received as collateral when entering into repurchase agreements and securities loaned transactions, primarily in connection with secured client financing activities. The firm is also permitted to deliver or repledge these financial instruments in connection with other secured financings, collateralized derivative transactions and firm or customer settlement requirements.
The firm also pledges certain trading assets in connection with repurchase agreements, securities loaned transactions and other secured financings, and other assets (substantially all real estate and cash) in connection with other secured financings to counterparties who may or may not have the right to deliver or repledge them.
The table below presents financial instruments at fair value received as collateral that were available to be delivered or repledged and were delivered or repledged.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Collateral available to be delivered or repledged
 
 
$745,992
 
   $661,490  
 
$901,870
 
   $864,494 
Collateral that was delivered or repledged
 
 
$604,615
 
   $558,634  
 
$756,339
 
   $723,409 
The table below presents information about assets pledged.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Pledged to counterparties that had the right to deliver or repledge
Pledged to counterparties that had the right to deliver or repledge
 
Pledged to counterparties that had the right to deliver or repledge
 
Trading assets
 
 
$  80,268
 
   $  66,605  
 
$  62,415
 
   $  69,031 
Investments
 
 
$  14,244
 
   $  10,968  
 
$  15,800
 
   $  13,375 
Pledged to counterparties that did not have the right to deliver or repledge
Pledged to counterparties that did not have the right to deliver or repledge
 
Pledged to counterparties that did not have the right to deliver or repledge
 
Trading assets
 
 
$110,700
 
   $101,578  
 
$102,129
 
   $  99,142 
Investments
 
 
$    2,825
 
   $       849  
 
$  11,134
 
   $    2,331 
Loans
 
 
$    8,076
 
   $    6,628  
 
$    7,911
 
   $    8,320 
Other assets
 
 
$  15,488
 
   $  12,337  
 
$  13,447
 
   $  14,144 
The firm also segregates securities for regulatory and other purposes related to client activity. Such securities are segregated from trading assets and investments, as well as from securities received as collateral under resale agreements and securities borrowed transactions. Securities segregated by the firm were $40.30$51.31 billion as of September 2020March 2021 and $26.76$32.97 billion as of December 2019.2020.
53Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Note 12.
Other Assets
The table below presents other assets by type.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
  December
2019
 
 
 
 
March
2021
 
 
  December
2020
 
 
Property, leasehold improvements and equipment
 
 
$23,515
 
 $21,886  
 
$22,427
 
  $23,147 
Goodwill and identifiable intangible assets
 
 
4,965
 
 4,837 
Goodwill
 
 
4,332
 
  4,332 
Identifiable intangible assets
 
 
575
 
  630 
Operating lease
right-of-use
assets
 
 
2,268
 
 2,360  
 
2,330
 
  2,280 
Income
tax-related
assets
 
 
2,543
 
 2,068  
 
3,414
 
  2,960 
Miscellaneous receivables and other
 
 
4,683
 
 3,731  
 
4,833
 
  4,096 
Total
 
 
$37,974
 
 $34,882  
 
$37,911
 
  $37,445 
Property, Leasehold Improvements and Equipment
Property, leasehold improvements and equipment is net of accumulated depreciation and amortization of $10.04$10.30 billion as of September 2020March 2021 and $9.95$10.12 billion as of December 2019.2020. Property, leasehold improvements and equipment included $6.49$6.55 billion as of September 2020March 2021 and $6.16$6.54 billion as of December 20192020 that the firm uses in connection with its operations, and $346$272 million as of September 2020March 2021 and $521$318 million as of December 20192020 of foreclosed real estate primarily related to distressed loans that were purchased by the firm. The remainder is held by investment entities, including VIEs, consolidated by the firm. Substantially all property and equipment is depreciated on a straight-line basis over the useful life of the asset. Leasehold improvements are amortized on a straight-line basis over the shorter of the useful life of the improvement or the term of the lease. Capitalized costs of software developed or obtained for internal use are amortized on a straight-line basis over three years.
The firm tests property, leasehold improvements and equipment for impairment wheneverwhen events or changes in circumstances suggest that an asset’s or asset group’s carrying value may not be fully recoverable. To the extent the carrying value of an asset or asset group exceeds the projected undiscounted cash flows expected to result from the use and eventual disposal of the asset or asset group, the firm determines the asset or asset group is impaired and records an impairment equal to the difference between the estimated fair value and the carrying value of the asset or asset group. In addition, the firm will recognize an impairment prior to the sale of an asset or asset group if the carrying value of the asset or asset group exceeds its estimated fair value.
There were no material impairments during both the three months ended September 2020March 2021 and there were $132 millionMarch 2020.
Goldman Sachs March 2021 Form 10-Q52

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
Goodwill and Identifiable Intangible Assets(Unaudited)
Goodwill.
Goodwill
Goodwill is the cost of acquired companies in excess of the fair value of net assets, including identifiable intangible assets, at the acquisition date.
The table below presents the carrying value of goodwill by reporting unit.
 
  As of 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
Investment Banking
 
 
$  
 
281
 
   $   281 
Global Markets:
   
FICC
 
 
269
 
   269 
Equities
 
 
2,645
 
   2,508 
Asset Management
 
 
390
 
   390 
Consumer & Wealth Management:
   
Consumer banking
 
 
48
 
   48 
Wealth management
 
 
700
 
   700 
Total
 
 
$4,333
 
   $4,196 
In the table above, the increase in goodwill in Equities from December 2019 to September 2020 reflects the acquisition of Folio Financial, Inc. in September 2020.
  As of 
   
$ in millions
 
 
March
2021
 
 
   December
2020
 
 
Investment Banking
 
 
$  
    
281
 
   $   281 
Global Markets:
         
FICC
 
 
269
 
   269 
Equities
 
 
2,644
 
   2,644 
Asset Management
 
 
390
 
   390 
Consumer & Wealth Management:
         
Consumer banking
 
 
48
 
   48 
Wealth management
 
 
700
 
   700 
Total
 
 
$4,332
 
   $4,332 
Goodwill is assessed for impairment annually in the fourth quarter or more frequently if events occur or circumstances change that indicate an impairment may exist. When assessing goodwill for impairment, first, a qualitative assessment can be made to determine whether it is more likely than not that the estimated fair value of a reporting unit is less than its estimated carrying value. If the results of the qualitative assessment are not conclusive, a quantitative goodwill test is performed. Alternatively, a quantitative goodwill test can be performed without performing a qualitative assessment.
The quantitative goodwill test compares the estimated fair value of each reporting unit with its estimated net book value (including goodwill and identifiable intangible assets). If the reporting unit’s estimated fair value exceeds its estimated net book value, goodwill is not impaired. An impairment is recognized if the estimated fair value of a reporting unit is less than its estimated net book value.
Goldman Sachs September 2020 Form 10-Q54

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
To estimate the fair value of each reporting unit, other than Consumer banking, a relative value technique is used because the firm believes market participants would use this technique to value these reporting units. The relative value technique applies observable
price-to-earnings
multiples or
price-to-book
multiples of comparable competitors to reporting units’ net earnings or net book value. To estimate the fair value of Consumer banking, a discounted cash flow valuation approach is used because the firm believes market participants would use this technique to value that reporting unit given its early stage of development. The estimated net carrying value of each reporting unit reflects an allocation of total shareholders’ equity and represents the estimated amount of total shareholders’ equity required to support the activities of the reporting unit under currently applicable regulatory capital requirements.
In the fourth quarter of 2019,2020, the firm performed its annual assessment of goodwill was tested for impairment, using a quantitative test. The estimated fair value offor each of theits reporting units, exceeded its respective net carrying value, and therefore goodwill was not impaired.
During the first half of 2020, the outbreak of the
COVID-19
pandemic broadly impacted the operating environment. Uncertainty about the
COVID-19
pandemic and its continued impact persisted throughout the third quarter of 2020. However, the operating environment continued to recover from the earlier declines in economic and market conditions.by performing a qualitative assessment. Multiple factors, including performance indicators, macroeconomic indicators, firm and industry events, macroeconomic indicators and fair value indicators, were qualitatively assessed in the third quarter of 2020 with respect to each of the firm’s reporting units to determine whether it was more likely than not that the estimated fair value of any of these reporting units was less than its estimated carrying value. The qualitative assessment also considered changes since the quantitative test performed in the fourth quarter of 2019. Net revenues for the third quarter
As a result of 2020 were strong across the firm’s business segments and their respective reporting units, reflecting the improvement in the operating environment. Based on the qualitative assessment, the firm determined that it was more likely than not that the estimated fair value of each of the reporting units exceeded its respective estimated carrying value,value. Therefore, the firm determined that goodwill for each reporting unit was not impaired and that a quantitative goodwill test was not required.
There were no events or changes in circumstances during the impactthree months ended March 2021 that would indicate that it was more likely than not that the estimated fair value of each of the
COVID-19
pandemic through the end reporting units did not exceed its respective estimated carrying value as of the third quarterMarch 2021.
53Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to perform a quantitative test.Consolidated Financial Statements
(Unaudited)
Identifiable Intangible Assets.Assets
The table below presents identifiable intangible assets by reporting unit and type.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
By Reporting Unit
        
Global Markets:
        
FICC
 
 
$   
 
    2
 
   $        3  
 
$   
    
    2
 
   $        2 
Equities
 
 
46
 
     
 
45
 
   45 
Asset Management
 
 
264
 
   265  
 
231
 
   274 
Consumer & Wealth Management:
   
Consumer & Wealth Management:
    
Consumer banking
 
 
6
 
   7  
 
 
   6 
Wealth management
 
 
314
 
   366  
 
297
 
   303 
Total
 
 
$   
 
632
 
   $    641  
 
$   
    
575
 
   $    630 
By Type
        
Customer lists
        
Gross carrying value
 
 
$ 1,478
 
   $ 1,427  
 
$ 1,475
 
   $ 1,478 
Accumulated amortization
 
 
(1,078
   (1,044 
 
(1,099
   (1,089
Net carrying value
 
 
400
 
   383  
 
376
 
   389 
Acquired leases and other
        
Gross carrying value
 
 
685
 
   790  
 
641
 
   710 
Accumulated amortization
 
 
(453
   (532 
 
(442
   (469
Net carrying value
 
 
232
 
   258  
 
199
 
   241 
Total gross carrying value
 
 
2,163
 
   2,217  
 
2,116
 
   2,188 
Total accumulated amortization
 
 
(1,531
   (1,576 
 
(1,541
   (1,558
Total net carrying value
 
 
$   
 
632
 
   $    641  
 
$   
    
575
 
   $    630 
During the three months ended March 2021, the amount of intangible assets acquired by the firm was not material. The firm acquired $125$155 million of intangible assets during the nine months ended September 2020, primarily related to acquired leases and customer lists, with a weighted average amortization period of 11 years. The firm acquired $515 million of intangible assets during 2019, primarily related to customer lists, with a weighted average amortization period of 10 years.
Substantially all of the firm’s identifiable intangible assets have finite useful lives and are amortized over their estimated useful lives generally using the straight-line method.
The tables below present information about the amortization of identifiable intangible assets.
 
 
Three Months
Ended September
  
        
 
Nine Months
Ended September
  Three Months
Ended March
 
 
$ in millions
 
 
2020
 
     2019    
 
2020
 
     2019  
 
2021
 
   2020 
Amortization
 
 
$40
 
     $52    
 
$117
 
     $134  
 
$36
 
   $41 
 
$ in millions
 
 
As of
September 2020
 
 
Estimated future amortization
 
Remainder of 2020
 
 
$  30
 
2021
 
 
$105
 
2022
 
 
$  88
 
2023
 
 
$  80
 
2024
 
 
$  64
 
2025
 
 
$  45
 
55Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
$ in millions
 
 
As of
March 2021
 
 
Estimated future amortization
    
Remainder of 2021
 
 
$78
 
2022
 
 
$90
 
2023
 
 
$81
 
2024
 
 
$65
 
2025
 
 
$46
 
2026
 
 
$35
 
The firm tests intangible assets for impairment wheneverwhen events or changes in circumstances suggest that an asset’s or asset group’s carrying value may not be fully recoverable. To the extent the carrying value of an asset or asset group exceeds the projected undiscounted cash flows expected to result from the use and eventual disposal of the asset or asset group, the firm determines the asset or asset group is impaired and records an impairment equal to the difference between the estimated fair value and the carrying value of the asset or asset group. In addition, the firm will recognize an impairment prior to the sale of an asset or asset group if the carrying value of the asset or asset group exceeds its estimated fair value. There were no material impairments during each ofeither the three and nine months ended September 2020 and September 2019.March 2021 or March 2020.
Operating Lease
Right-of-Use
Assets
The firm enters into operating leases for real estate, office equipment and other assets, substantially all of which are used in connection with its operations. For leases longer than one year, the firm recognizes a
right-of-use
asset representing the right to use the underlying asset for the lease term, and a lease liability representing the liability to make payments. The lease term is generally determined based on the contractual maturity of the lease. For leases where the firm has the option to terminate or extend the lease, an assessment of the likelihood of exercising the option is incorporated into the determination of the lease term. Such assessment is initially performed at the inception of the lease and is updated if events occur that impact the original assessment.
An operating lease
right-of-use
asset is initially determined
based
on the operating lease liability, adjusted for initial direct costs, lease incentives and amounts paid at or prior to lease commencement. This amount is then amortized over the lease term. The firm recognized $152$108 million for the ninethree months ended September 2020March 2021 and $885$51 million (primarily related to the firm’s new European headquarters in London) for the ninethree months ended September 2019March 2020 of
right-of-use
assets and operating lease liabilities in
non-cash
transactions for leases entered into or assumed. See Note 15 for information about operating lease liabilities.
For leases where the firm will derive no economic benefit from leased space that it has vacated or where the firm has shortened the term of a lease when space is no longer needed, the firm will record an impairment or accelerated amortization of
right-of-use
assets. There were no material impairments or accelerated amortizations during botheither the ninethree months ended September 2020 and September 2019.March 2021 or March 2020.
Goldman Sachs March 2021 Form 10-Q54

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Miscellaneous Receivables and Other
Miscellaneous receivables and other included:
 
Investments in qualified affordable housing projects of $684$671 million as of September 2020March 2021 and $606$678 million as of December 2019.2020.
 
Assets classified as held for sale of $1.33$1.22 billion as of September 2020March 2021 and $470$437 million as of December 20192020 related to the firm’s consolidated investments within the Asset Management segment, substantially all of which consisted of property and equipment.
Note 13.
Deposits
The table below presents the types and sources of deposits.
 
$ in millions
  Savings and
Demand
 
 
   Time    Total   Savings and
Demand
     Time    Total 
As of September 2020
     
As of March 2021
        
Consumer deposits
 
 
$  64,645
 
  
 
$30,913
 
  
 
$  95,558
 
 
 
$  75,937
 
  
 
$24,224
 
  
 
$100,161
 
Private bank deposits
 
 
63,944
 
  
 
1,608
 
  
 
65,552
 
 
 
68,383
 
  
 
1,053
 
  
 
69,436
 
Brokered certificates of deposit
 
 
 
  
 
34,609
 
  
 
34,609
 
 
 
0
 
  
 
30,017
 
  
 
30,017
 
Deposit sweep programs
 
 
22,987
 
  
 
 
  
 
22,987
 
 
 
22,541
 
  
 
0
 
  
 
22,541
 
Transaction banking
 
 
27,582
 
  
 
181
 
  
 
27,763
 
 
 
32,897
 
  
 
2,563
 
  
 
35,460
 
Other deposits
 
 
 
  
 
14,765
 
  
 
14,765
 
 
 
0
 
  
 
28,403
 
  
 
28,403
 
Total
 
 
$179,158
 
  
 
$82,076
 
  
 
$261,234
 
 
 
$199,758
 
  
 
$86,260
 
  
 
$286,018
 
As of December 2019
     
As of December 2020
        
Consumer deposits
 $  44,973    $15,023    $  59,996   $  67,395    $29,530    $  96,925 
Private bank deposits
 53,726    2,087    55,813   67,185    1,183    68,368 
Brokered certificates of deposit
      39,449    39,449   0    30,060    30,060 
Deposit sweep programs
 17,760        17,760   22,987    0    22,987 
Transaction banking
 2,291    235    2,526   28,852    0    28,852 
Other deposits
      14,475    14,475   0    12,770    12,770 
Total
 $118,750    $71,269    $190,019   $186,419    $73,543    $259,962 
In the table above:
 
Substantially all deposits are interest-bearing.
 
Savings and demand accounts consist of money market deposit accounts, negotiable order of withdrawal accounts and demand deposit accounts that have no stated maturity or expiration date.
 
Time deposits included $18.40$32.23 billion as of September 2020March 2021 and $17.77$16.18 billion as of December 20192020 of deposits accounted for at fair value under the fair value option. See Note 10 for further information about deposits accounted for at fair value.
 
Time deposits had a weighted average maturity of approximately 1.1 years as of March 2021 and 1.3 years as of September 2020 and 1.7 years as of December 2019.2020.
 
Deposit sweep programs representinclude long-term contractual agreements with U.S. broker-dealers who sweep client cash to FDIC-insured deposits. As of September 2020,March 2021, the firm had 12 such deposit sweep program agreements.
Goldman Sachs September 2020 Form 10-Q56

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Transaction banking deposits consists of deposits that the firm raised through its cash management services business for corporate and other institutional clients.
 
Other deposits represent deposits from institutional clients.
 
Deposits insured by the FDIC were $126.88$125.50 billion as of September 2020March 2021 and $103.98$123.03 billion as of December 2019.2020.
 
Deposits insured by the U.K.’s Financial Services Compensation Scheme
non-U.S.
insurance programs were $24.99$29.38 billion as of September 2020March 2021 and $15.86$27.52 billion as of December 2019.
2020.
The table below presents the location of deposits.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
U.S. offices
 
 
$208,102
 
   $150,759  
 
$213,237
 
   $206,356 
Non-U.S.
offices
 
 
53,132
 
   39,260  
 
72,781
 
   53,606 
Total
 
 
$261,234
 
   $190,019  
 
$286,018
 
   $259,962 
In the table above, U.S. deposits were held at Goldman Sachs Bank USA (GS Bank USA) and substantially all
non-U.S.
deposits were held at Goldman Sachs International Bank (GSIB).
The table below presents maturities of time deposits held in U.S. and
non-U.S.
offices.
 
 
As of September 2020
  
As of March 2021
 
 
$ in millions
 
 
U.S.
 
  
 
Non-U.S.
 
  
 
Total
 
 
 
U.S.
 
  
 
Non-U.S.
 
  
 
Total
 
Remainder of 2020
 
 
$10,905
 
  
 
$  5,701
 
  
 
$16,606
 
2021
 
 
30,803
 
  
 
8,354
 
  
 
39,157
 
Remainder of 2021
 
 
$28,336
 
  
 
$22,528
 
  
 
$50,864
 
2022
 
 
9,864
 
  
 
85
 
  
 
9,949
 
 
 
13,106
 
  
 
6,202
 
  
 
19,308
 
2023
 
 
6,439
 
  
 
120
 
  
 
6,559
 
 
 
6,359
 
  
 
124
 
  
 
6,483
 
2024
 
 
4,168
 
  
 
130
 
  
 
4,298
 
 
 
4,105
 
  
 
133
 
  
 
4,238
 
2025
 
 
2,104
 
  
 
250
 
  
 
2,354
 
 
 
2,052
 
  
 
268
 
  
 
2,320
 
2026 - thereafter
 
 
2,200
 
  
 
953
 
  
 
3,153
 
2026
 
 
1,126
 
  
 
269
 
  
 
1,395
 
2027 - thereafter
 
 
950
 
  
 
702
 
  
 
1,652
 
Total
 
 
$66,483
 
  
 
$15,593
 
  
 
$82,076
 
 
 
$56,034
 
  
 
$30,226
 
  
 
$86,260
 
As of September 2020,March 2021, deposits in U.S. offices included $12.92$11.42 billion and deposits in
non-U.S.
offices included $13.41$29.07 billion of time deposits in denominations that met or exceeded the applicable insurance limits, or were otherwise not covered by insurance.
The firm’s savings and demand deposits are recorded based on the amount of cash received plus accrued interest, which approximates fair value. In addition, the firm designates certain derivatives as fair value hedges to convert a portion of its time deposits not accounted for at fair value from fixed-rate obligations into floating-rate obligations. The carrying value of time deposits not accounted for at fair value approximated fair value as of both September 2020March 2021 and December 2019.2020. As these savings and demand deposits and time deposits are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these deposits been included in the firm’s fair value hierarchy, they would have been classified in level 2 as of both September 2020March 2021 and December 2019.2020.
55Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Note 14.
Unsecured Borrowings
The table below presents information about unsecured borrowings.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
Unsecured short-term borrowings
 
 
$  48,028
 
   $  48,287  
 
$  58,463
 
   $  52,870 
Unsecured long-term borrowings
 
 
213,936
 
   207,076  
 
219,044
 
   213,481 
Total
 
 
$261,964
 
   $255,363  
 
$277,507
 
   $266,351 
Unsecured Short-Term Borrowings
Unsecured short-term borrowings includes the portion of unsecured long-term borrowings maturing within one year of the financial statement date and unsecured long-term borrowings that are redeemable within one year of the financial statement date at the option of the holder.
The firm accounts for certain hybrid financial instruments at fair value under the fair value option. See Note 10 for further information about unsecured short-term borrowings that are accounted for at fair value. In addition, the firm designates certain derivatives as fair value hedges to convert a portion of its unsecured short-term borrowings not accounted for at fair value from fixed-rate obligations into floating-rate obligations. The carrying value of unsecured short-term borrowings that are not recorded at fair value generally approximates fair value due to the short-term nature of the obligations. As these unsecured short-term borrowings are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these borrowings been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both September 2020March 2021 and December 2019.2020.
The table below presents information about unsecured short-term borrowings.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
  December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
Current portion of unsecured long-term borrowings
 
 
$26,833
 
 $30,636  
 
$26,756
 
   $25,914 
Hybrid financial instruments
 
 
18,065
 
 15,814  
 
21,592
 
   18,823 
Commercial paper
 
 
1,098
 
    
 
8,209
 
   6,085 
Other unsecured short-term borrowings
 
 
2,032
 
 1,837  
 
1,906
 
   2,048 
Total unsecured short-term borrowings
 
 
$48,028
 
 $48,287  
 
$58,463
 
   $52,870 
Weighted average interest rate
 
 
2.03%
 
 2.71%  
 
2.11%
 
   1.84% 
In the table above, the weighted average interest rates for these borrowings include the effect of hedging activities and exclude unsecured short-term borrowings accounted for at fair value under the fair value option. See Note 7 for further information about hedging activities.
57Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Unsecured Long-Term Borrowings​​​​​​​Borrowings
The table below presents information about unsecured long-term borrowings.
 
$ in millions
  U.S.
Dollar
 
 
   
Non-U.S.
Dollar
 
 
  
 
Total
 
  U.S.
Dollar
     
Non-U.S.
Dollar
     Total 
As of September 2020
     
As of March 2021
        
Fixed-rate obligations
 
 
$100,104
 
  
 
$40,078
 
  
 
$140,182
 
 
 
$102,296
 
  
 
$41,789
 
  
 
$144,085
 
Floating-rate obligations
 
 
42,825
 
  
 
30,929
 
  
 
73,754
 
 
 
44,883
 
  
 
30,076
 
  
 
74,959
 
Total
 
 
$142,929
 
  
 
$71,007
 
  
 
$213,936
 
 
 
$147,179
 
  
 
$71,865
 
  
 
$219,044
 
As of December 2019
     
As of December 2020
        
Fixed-rate obligations
 $  92,846    $36,185    $129,031   $100,558    $38,759    $139,317 
Floating-rate obligations
 47,850    30,195    78,045   42,019    32,145    74,164 
Total
 $140,696    $66,380    $207,076   $142,577    $70,904    $213,481 
In the table above:
 
 
Unsecured long-term borrowings consists principally of senior borrowings, which have maturities extending through 20672065.
 
Floating-rate obligations includes equity-linked, credit-linked and indexed instruments. Floating interest rates are generally based on LIBOR or Euro Interbank Offered Rate.
 
U.S. dollar-denominated debt had interest rates ranging from 2.00%0.48% to 9.30% (with a weighted average rate of 4.18%3.66%) as of September 2020March 2021 and 2.00%0.63% to 10.04%9.30% (with a weighted average rate of 3.82%4.07%) as of December 2019.2020. These rates exclude unsecured long-term borrowings accounted for at fair value under the fair value option.
 
Non-U.S.
dollar-denominated debt had interest rates ranging from 0.13% to 13.00% (with a weighted average rate of 2.32%2.05%) as of September 2020March 2021 and 0.13% to 13.00% (with a weighted average rate of 2.33%2.20%) as of December 2019.2020. These rates exclude unsecured long-term borrowings accounted for at fair value under the fair value option.
The table below presents unsecured long-term borrowings by maturity.
 
$ in millions
 
 
As of
September 2020
 
 
 
 
As of
March 2021
 
 
2021
 
 
$    9,062
 
2022
 
 
26,512
 
 
 
$  20,845
 
2023
 
 
29,746
 
 
 
37,048
 
2024
 
 
19,727
 
 
 
22,643
 
2025
 
 
26,433
 
 
 
26,450
 
2026 - thereafter
 
 
102,456
 
2026
 
 
19,512
 
2027 - thereafter
 
 
92,546
 
Total
 
 
$213,936
 
 
 
$219,044
 
Goldman Sachs March 2021 Form 10-Q56

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
In the table above:
 
Unsecured long-term borrowings maturing within one year of the financial statement date and unsecured long-term borrowings that are redeemable within one year of the financial statement date at the option of the holder are excluded as they are included in unsecured short-term borrowings.
 
Unsecured long-term borrowings that are repayable prior to maturity at the option of the firm are reflected at their contractual maturity dates.
 
Unsecured long-term borrowings that are redeemable prior to maturity at the option of the holder are reflected at the earliest dates such options become exercisable.
 
Unsecured long-term borrowings included $13.55$6.83 billion of adjustments to the carrying value of certain unsecured long-term borrowings resulting from the application of hedge accounting by year of maturity as follows: $145 million in 2021, $(14)$10 million in 2022, $252$190 million in 2023, $738$561 million in 2024, $979$620 million in 2025, and $11.45 billion$434 million in 2026 and $5.01 billion in 2027 and thereafter.
The firm designates certain derivatives as fair value hedges to convert a portion of fixed-rate unsecured long-term borrowings not accounted for at fair value into floating-rate obligations. See Note 7 for further information about hedging activities.
Goldman Sachs September 2020 Form 10-Q58

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The table below presents unsecured long-term borrowings, after giving effect to such hedging activities.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
Fixed-rate obligations:
        
At fair value
 
 
$    1,429
 
   $       725  
 
$    1,472
 
   $    1,521 
At amortized cost
 
 
30,909
 
   47,577  
 
30,067
 
   30,827 
Floating-rate obligations:
        
At fair value
 
 
38,899
 
   42,936  
 
38,430
 
   39,390 
At amortized cost
 
 
142,699
 
   115,838  
 
149,075
 
   141,743 
Total
 
 
$213,936
 
   $207,076  
 
$219,044
 
   $213,481 
In the table above, the aggregate amounts of unsecured long-term borrowings had weighted average interest rates of 2.06% (3.61%1.72% (2.46% related to fixed-rate obligations and 1.56% related to floating-rate obligations) as of March 2021 and 2.01% (3.34% related to fixed-rate obligations and 1.70% related to floating-rate obligations) as of September 2020 and 2.87% (3.77% related to fixed-rate obligations and 2.48% related to floating-rate obligations) as of December 2019.2020. These rates exclude unsecured long-term borrowings accounted for at fair value under the fair value option.
As of both September 2020 and December 2019, the
The carrying value of unsecured long-term borrowings for which the firm did not elect the fair value option approximatedwas $179.14 billion as of March 2021 and $172.57 billion as of December 2020. The estimated fair value.value of such unsecured long-term borrowings was $188.34 billion as of March 2021 and $183.29 billion as of December 2020. As these borrowings are not accounted for at fair value, they are not included in the firm’s fair value hierarchy in Notes 4 through 10. Had these borrowings been included in the firm’s fair value hierarchy, substantially all would have been classified in level 2 as of both September 2020March 2021 and December 2019.2020.
Subordinated Borrowings
Unsecured long-term borrowings includes subordinated debt and junior subordinated debt. Subordinated debt that matures within one year is included in unsecured short-term borrowings. Junior subordinated debt is junior in right of payment to other subordinated borrowings, which are junior to senior borrowings. SubordinatedLong-term subordinated debt had maturities ranging from 20202251 to 20204455 as of both September 2020March 2021 and December 2019. Subordinated debt that matures within one year is included in unsecured short-term borrowings.2020.
The table below presents information about subordinated borrowings.
 
$ in millions
  Par
Amount
 
 
   Carrying
Value
 
 
  
 
Rate
 
  Par
Amount
     Carrying
Value
     Rate 
As of September 2020
     
As of March 2021
        
Subordinated debt
 
 
$14,019
 
  
 
$18,987
 
  
 
1.83%
 
 
 
$14,040
 
  
 
$16,771
 
  
 
1.64%
 
Junior subordinated debt
 
 
968
 
  
 
1,477
 
  
 
1.39%
 
 
 
968
 
  
 
1,302
 
  
 
1.25%
 
Total
 
 
$14,987
 
  
 
$20,464
 
  
 
1.80%
 
 
 
$15,008
 
  
 
$18,073
 
  
 
1.62%
 
As of December 2019
     
As of December 2020
        
Subordinated debt
 $14,041    $16,980    3.46%   $14,136    $18,529    1.83% 
Junior subordinated debt
 976    1,328    2.85%   968    1,430    1.32% 
Total
 $15,017    $18,308    3.42%   $15,104    $19,959    1.80% 
In the table above, the rate is the weighted average interest rate for these borrowings (excluding borrowings accounted for at fair value under the fair value option), including the effect of fair value hedges used to convert fixed-rate obligations into floating-rate obligations. See Note 7 for further information about hedging activities.
57Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Junior Subordinated Debt
In 2004, Group Inc. issued $2.84 billion of junior subordinated debt to Goldman Sachs Capital I (Trust), a Delaware statutory trust. The Trust issued $2.75 billion of guaranteed preferred beneficial interests (Trust Preferred securities) to third parties and $85 million of common beneficial interests to Group Inc. As of Septemberboth March 2021 and December 2020, the outstanding par amount of junior subordinated debt held by the Trust was $968 million and the outstanding par amount of Trust Preferred securities and common beneficial interests issued by the Trust was $939 million and $29 million, respectively. As of December 2019, the outstanding par amount of junior subordinated debt held by the Trust was $976 million and the outstanding par amount of Trust Preferred securities and common beneficial interests issued by the Trust was $947 million and $29 million, respectively.
During the nine months ended September 2020, the firm purchased Trust Preferred securities with a par amount and a carrying value of $7.9 million and $11.0 million and delivered these securities, along with $0.2 million of common beneficial interests, to the Trust in a
non-cash
exchange for junior subordinated debt with a par amount and carrying value of $8.1 million and $12.5 million, respectively. Following the exchange, these Trust Preferred securities, common beneficial interests and junior subordinated debt were extinguished. The Trust is a wholly-owned finance subsidiary of the firm for regulatory and legal purposes but is not consolidated for accounting purposes.
59Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The firm pays interest semi-annually on the junior subordinated debt at an annual rate of 6.345% and the debt matures on February 15, 2034. The coupon rate and the payment dates applicable to the beneficial interests are the same as the interest rate and payment dates for the junior subordinated debt. The firm has the right, from time to time, to defer payment of interest on the junior subordinated debt, and therefore cause payment on the Trust’s preferred beneficial interests to be deferred, in each case up to ten consecutive semi-annual periods. During any such deferral period, the firm will not be permitted to, among other things, pay dividends on or make certain repurchases of its common stock. The Trust is not permitted to pay any distributions on the common beneficial interests held by Group Inc. unless all dividends payable on the preferred beneficial interests have been paid in full.
The firm has covenanted in favor of the holders of Group Inc.’s 6.345% junior subordinated debt due February 15, 2034, that, subject to certain exceptions, the firm will not redeem or purchase the capital securities issued by Goldman Sachs Capital II and Goldman Sachs Capital III (APEX Trusts) or shares of Group Inc.’s Perpetual
Non-Cumulative
Preferred Stock, Series E (Series E Preferred Stock), Perpetual
Non-Cumulative
Preferred Stock, Series F (Series F Preferred Stock) or Perpetual
Non-Cumulative
Preferred Stock, Series O, if the redemption or purchase results in less than $253 million aggregate liquidation preference of that series outstanding, prior to specified dates in 2022 for a price that exceeds a maximum amount determined by reference to the net cash proceeds that the firm has received from the sale of qualifying securities.
The APEX Trusts hold Group Inc.’s Series E Preferred Stock and Series F Preferred Stock. These trusts are Delaware statutory trusts sponsored by the firm and wholly-owned finance subsidiaries of the firm for regulatory and legal purposes but are not consolidated for accounting purposes.
Note 15.
Other Liabilities
The table below presents other liabilities by type.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
Compensation and benefits
 
 
$  7,233
 
   $  6,889  
 
$  6,136
 
   $  7,896 
Income
tax-related
liabilities
 
 
3,111
 
   2,947  
 
4,278
 
   3,155 
Operating lease liabilities
 
 
2,268
 
   2,385  
 
2,319
 
   2,283 
Noncontrolling interests
 
 
1,668
 
   1,713  
 
1,733
 
   1,640 
Employee interests in consolidated funds
 
 
53
 
   81  
 
34
 
   34 
Accrued expenses and other
 
 
8,832
 
   7,636  
 
8,164
 
   7,443 
Total
 
 
$23,165
 
   $21,651  
 
$22,664
 
   $22,451 
In the table above, accrued expenses and other includes contract liabilities, which represent consideration received by the firm in connection with its contracts with clients, prior to providing the service. As of both September 2020March 2021 and December 2019,2020, the firm’s contract liabilities were not material.
Operating Lease Liabilities
For leases longer than one year, the firm recognizes a
right-of-use
asset representing the right to use the underlying asset for the lease term, and a lease liability representing the liability to make payments. See Note 12 for information about operating lease
right-of-use
assets.
The table below presents information about operating lease liabilities.
 
$ in millions
  
Operating
lease liabilities
 
 
  Operating
lease liabilities
  
As of September 2020
 
Remainder of 2020
 
 
$
 
  
 
  70
 
As of March 2021
  
2021
 
 
326
 
 
 
$
    
       236
 
2022
 
 
290
 
 
 
316
 
2023
 
 
255
 
 
 
281
 
2024
 
 
237
 
 
 
263
 
2025
 
 
208
 
 
 
232
 
2026 - thereafter
 
 
1,856
 
 
 
1,795
 
Total undiscounted lease payments
 
 
3,242
 
 
 
3,123
 
Imputed interest
 
 
(974
 
 
(804
Total operating lease liabilities
 
 
$
 
2,268
 
 
 
$     2,319
 
Weighted average remaining lease term
 
 
16 years
 
 
 
15 years
 
Weighted average discount rate
 
 
4.12%
 
 
 
3.74%
 
As of December 2019
 
2020
 $    384 
As of December 2020
  
2021
 308   $
       
    
342
 
2022
 268   301 
2023
 235   264 
2024
 219   247 
2025 - thereafter
 2,566 
2025
  215 
2026 - thereafter
  1,899 
Total undiscounted lease payments
 3,980   3,268 
Imputed interest
 (1,595  (985
Total operating lease liabilities
 $ 2,385   $
     
2,283
 
Weighted average remaining lease term
 18 years   16 years 
Weighted average discount rate
 5.02%   4.02% 
 
Goldman Sachs September 2020March 2021 Form 10-Q 6058

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
In the table above, the weighted average discount rate represents the firm’s incremental borrowing rate as of January 2019 for operating leases existing on the date of adoption of ASU
No. 2016-02,
“Leases (Topic 842),” and at the lease inception date for leases entered into subsequent to the adoption of this ASU.
Operating lease costs were $116$120 million for the three months ended September 2020, $132March 2021 and $113 million for the three months ended September 2019, $339 million for the nine months ended September 2020 and $374 million for the nine months ended September 2019.March 2020. Variable lease costs, which are included in operating lease costs, were not material for each ofboth the three and nine months ended September 2020March 2021 and September 2019.
Operating lease liabilities include obligations for office space held in excess of current requirements. Operating lease costs relating to space held for growth is included in occupancy expenses.March 2020. Total occupancy expenses for space held in excess of the firm’s current requirements were not material for both the ninethree months ended September 2020March 2021 and September 2019.March 2020.
Lease payments relating to operating lease arrangements that were signed, but had not yet commenced were $428 million as of September 2020, were not material.March 2021.
Note 16.
Securitization Activities
The firm securitizes residential and commercial mortgages, corporate bonds, loans and other types of financial assets by selling these assets to securitization vehicles (e.g., trusts, corporate entities and limited liability companies) or through a resecuritization. The firm acts as underwriter of the beneficial interests that are sold to investors. The firm’s residential mortgage securitizations are primarily in connection with government agency securitizations.
The firm accounts for a securitization as a sale when it has relinquished control over the transferred financial assets. Prior to securitization, the firm generally accounts for assets pending transfer at fair value and therefore does not typically recognize significant gains or losses upon the transfer of assets. Net revenues from underwriting activities are recognized in connection with the sales of the underlying beneficial interests to investors.
The firm generally receives cash in exchange for the transferred assets but may also have continuing involvement with the transferred financial assets, including ownership of beneficial interests in securitized financial assets, primarily in the form of debt instruments. The firm may also purchase senior or subordinated securities issued by securitization vehicles (which are typically VIEs) in connection with secondary market-making activities.
The primary risks included in beneficial interests and other interests from the firm’s continuing involvement with securitization vehicles are the performance of the underlying collateral, the position of the firm’s investment in the capital structure of the securitization vehicle and the market yield for the security. Interests accounted for at fair value are primarily classified in level 2 of the fair value hierarchy. Interests not accounted for at fair value are carried at amounts that approximate fair value. See Notes 4 through 10 for further information about fair value measurements.
The table below presents the amount of financial assets securitized and the cash flows received on retained interests in securitization entities in which the firm had continuing involvement as of the end of the period.
 
 Three Months
Ended September
       Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Residential mortgages
 
 
$  7,717
 
 $  4,955   
 
$15,725
 
 $10,258  
 
$  4,939
 
   $3,107 
Commercial mortgages
 
 
6,279
 
 5,134   
 
14,062
 
 8,169  
 
5,371
 
   4,996 
Other financial assets
 
 
66
 
 218    
 
1,189
 
 564  
 
1,112
 
   540 
Total financial assets securitized
 
 
$14,062
 
 $10,307    
 
$30,976
 
 $18,991  
 
$11,422
 
   $8,643 
Retained interests cash flows
 
 
$    
 
130
 
 $       91    
 
$    
 
274
 
 $     267  
 
$    
    
149
 
   $
  
    94
 
In the table above, financial assets securitized included assets of $132$139 million duringfor the three months ended September 2020, $185March 2021 and $174 million duringfor the three months ended September 2019, $435 million during the nine months ended SeptemberMarch 2020, and $391 million during the nine months ended September 2019, which were securitized in a
non-cash
exchange for loans and investments.
 
6159 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents information about nonconsolidated securitization entities to which the firm sold assets and had continuing involvement as of the end of the period.
 
$ in millions
  
 
Outstanding
Principal
Amount
 
 
 
 Retained
Interests
 
 
 Purchased
Interests
 
 
  
Outstanding
Principal
Amount
 
 
 
  Retained
Interests
    Purchased
Interests
  
As of September 2020
   
As of March 2021
      
U.S. government agency-issued CMOs
 
 
$21,836
 
 
 
$1,606
 
 
 
$  4
 
 
 
$22,041
 
 
 
$1,806
 
 
 
$  1
 
Other residential mortgage-backed
 
 
24,610
 
 
 
1,316
 
 
 
25
 
 
 
23,060
 
 
 
1,023
 
 
 
21
 
Other commercial mortgage-backed
 
 
35,442
 
 
 
767
 
 
 
30
 
 
 
41,926
 
 
 
941
 
 
 
40
 
Corporate debt and other asset-backed
 
 
4,094
 
 
 
159
 
 
 
10
 
 
 
5,299
 
 
 
231
 
 
 
2
 
Total
 
 
$85,982
 
 
 
$3,848
 
 
 
$69
 
 
 
$92,326
 
 
 
$4,001
 
 
 
$64
 
As of December 2019
   
As of December 2020
      
U.S. government agency-issued CMOs
 $14,328  $1,530  $  3   $20,841   $
  
  906
   $  4 
Other residential mortgage-backed
 24,166  1,078  24   24,262   1,170   23 
Other commercial mortgage-backed
 25,588  615  6   38,340   914   39 
Corporate debt and other asset-backed
 3,612  149      4,299   192    
Total
 $67,694  $3,372  $33   $87,742   $3,182   $66 
In the table above:
 
CMOs represents collateralized mortgage obligations.
 
The outstanding principal amount is presented for the purpose of providing information about the size of the securitization entities and is not representative of the firm’s risk of loss.
 
The firm’s risk of loss from retained or purchased interests is limited to the carrying value of these interests.
 
Purchased interests represent senior and subordinated interests, purchased in connection with secondary market-making activities, in securitization entities in which the firm also holds retained interests.
 
Substantially all of the total outstanding principal amount and total retained interests relate to securitizations during 20142015 and thereafter.
 
The fair value of retained interests was $3.85$4.02 billion as of September 2020March 2021 and $3.35$3.19 billion as of December 2019.2020.
In addition to the interests in the table above, the firm had other continuing involvement in the form of derivative transactions and commitments with certain nonconsolidated VIEs. The carrying value of these derivatives and commitments was a net asset of $83 million as of September 2020 and $57 million as of March 2021 and $52 million as of December 2019,2020, and the notional amount of these derivatives and commitments was $1.47$1.70 billion as of September 2020March 2021 and $1.20$1.43 billion as of December 2019.2020. The notional amounts of these derivatives and commitments are included in maximum exposure to loss in the nonconsolidated VIE table in Note 17.
The table below presents information about the weighted average key economic assumptions used in measuring the fair value of mortgage-backed retained interests.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Fair value of retained interests
 
 
$ 3,688
 
   $
  
3,198
  
 
$3,785
 
   $
  
2,993
 
Weighted average life (years)
 
 
4.7
 
   6.0  
 
5.9
 
   4.7 
Constant prepayment rate
 
 
16.0%
 
   12.9%  
 
11.5%
 
   15.0% 
Impact of 10% adverse change
 
 
$    
 
(28
   $    
  
(22
 
 
$
  
  (20
   $
  
    (25
Impact of 20% adverse change
 
 
$    
 
(52
   $    
  
(42
 
 
$
  
  (43
   $
  
    (50
Discount rate
 
 
4.7%
 
   4.7%  
 
6.8%
 
   6.1% 
Impact of 10% adverse change
 
 
$    
 
(53
   $    
  
(59
 
 
$
  
  (57
   $
  
    (42
Impact of 20% adverse change
 
 
$  
 
(104
   $  
  
(117
 
 
$
  
(112
   $
  
    (82
In the table above:
 
Amounts do not reflect the benefit of other financial instruments that are held to mitigate risks inherent in these retained interests.
 
Changes in fair value based on an adverse variation in assumptions generally cannot be extrapolated because the relationship of the change in assumptions to the change in fair value is not usually linear.
 
The impact of a change in a particular assumption is calculated independently of changes in any other assumption. In practice, simultaneous changes in assumptions might magnify or counteract the sensitivities disclosed above.
 
The constant prepayment rate is included only for positions for which it is a key assumption in the determination of fair value.
 
The discount rate for retained interests that relate to U.S. government agency-issued CMOs does not include any credit loss. Expected credit loss assumptions are reflected in the discount rate for the remainder of retained interests.
The firm has other retained interests not reflected in the table above with a fair value of $159$231 million and a weighted average life of 2.63.0 years as of September 2020,March 2021, and a fair value of $149$192 million and a weighted average life of 3.33.9 years as of December 2019.2020. Due to the nature and fair value of certain of these retained interests, the weighted average assumptions for constant prepayment and discount rates and the related sensitivity to adverse changes are not meaningful as of both September 2020March 2021 and December 2019.2020. The firm’s maximum exposure to adverse changes in the value of these interests is the carrying value of $159$231 million as of September 2020March 2021 and $149$192 million as of December 2019.2020.
 
Goldman Sachs September 2020March 2021 Form 10-Q 6260

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Note 17.
Variable Interest Entities
 
A variable interest in a VIE is an investment (e.g., debt or equity) or other interest (e.g., derivatives or loans and lending commitments) that will absorb portions of the VIE’s expected losses and/or receive portions of the VIE’s expected residual returns.
The firm’s variable interests in VIEs include senior and subordinated debt; loans and lending commitments; limited and general partnership interests; preferred and common equity; derivatives that may include foreign currency, equity and/or credit risk; guarantees; and certain of the fees the firm receives from investment funds. Certain interest rate, foreign currency and credit derivatives the firm enters into with VIEs are not variable interests because they create, rather than absorb, risk.
VIEs generally finance the purchase of assets by issuing debt and equity securities that are either collateralized by or indexed to the assets held by the VIE. The debt and equity securities issued by a VIE may include tranches of varying levels of subordination. The firm’s involvement with VIEs includes securitization of financial assets, as described in Note 16, and investments in and loans to other types of VIEs, as described below. See Note 3 for the firm’s consolidation policies, including the definition of a VIE.
VIE Consolidation Analysis
The enterprise with a controlling financial interest in a VIE is known as the primary beneficiary and consolidates the VIE. The firm determines whether it is the primary beneficiary of a VIE by performing an analysis that principally considers:
 
Which variable interest holder has the power to direct the activities of the VIE that most significantly impact the VIE’s economic performance;
 
Which variable interest holder has the obligation to absorb losses or the right to receive benefits from the VIE that could potentially be significant to the VIE;
 
The VIE’s purpose and design, including the risks the VIE was designed to create and pass through to its variable interest holders;
 
The VIE’s capital structure;
 
The terms between the VIE and its variable interest holders and other parties involved with the VIE; and
 
Related-party relationships.
The firm reassesses its evaluation of whether an entity is a VIE when certain reconsideration events occur. The firm reassesses its determination of whether it is the primary beneficiary of a VIE on an ongoing basis based on current facts and circumstances.
VIE Activities
The firm is principally involved with VIEs through the following business activities:
Mortgage-Backed VIEs.
The firm sells residential and commercial mortgage loans and securities to mortgage-backed VIEs and may retain beneficial interests in the assets sold to these VIEs. The firm purchases and sells beneficial interests issued by mortgage-backed VIEs in connection with market-making activities. In addition, the firm may enter into derivatives with certain of these VIEs, primarily interest rate swaps, which are typically not variable interests. The firm generally enters into derivatives with other counterparties to mitigate its risk.
Real Estate, Credit- and Power-Related and Other Investing VIEs.
The firm purchases equity and debt securities issued by and makes loans to VIEs that hold real estate, performing and nonperforming debt, distressed loans, power-related assets and equity securities. The firm generally does not sell assets to, or enter into derivatives with, these VIEs.
Corporate Debt and Other Asset-Backed VIEs.
The firm structures VIEs that issue notes to clients, purchases and sells beneficial interests issued by corporate debt and other asset-backed VIEs in connection with market-making activities, and makes loans to VIEs that warehouse corporate debt. Certain of these VIEs synthetically create the exposure for the beneficial interests they issue by entering into credit derivatives with the firm, rather than purchasing the underlying assets. In addition, the firm may enter into derivatives, such as total return swaps, with certain corporate debt and other asset-backed VIEs, under which the firm pays the VIE a return due to the beneficial interest holders and receives the return on the collateral owned by the VIE. The collateral owned by these VIEs is primarily other asset-backed loans and securities. The firm may be removed as the total return swap counterparty and may enter into derivatives with other counterparties to mitigate its risk related to these swaps. The firm may sell assets to the corporate debt and other asset-backed VIEs it structures.
 
6361 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Principal-Protected Note VIEs.
The firm structures VIEs that issue principal-protected notes to clients. These VIEs own portfolios of assets, principally with exposure to hedge funds. Substantially all of the principal protection on the notes issued by these VIEs is provided by the asset portfolio rebalancing that is required under the terms of the notes. The firm enters into total return swaps with these VIEs under which the firm pays the VIE the return due to the principal-protected note holders and receives the return on the assets owned by the VIE. The firm may enter into derivatives with other counterparties to mitigate its risk. The firm also obtains funding through these VIEs.
Investments in Funds.
The firm makes equity investments in certain investment fund VIEs it manages and is entitled to receive fees from these VIEs. The firm has generally not sold assets to, or entered into derivatives with, these VIEs.
Nonconsolidated VIEs
The table below presents a summary of the nonconsolidated VIEs in which the firm holds variable interests.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Total nonconsolidated VIEs
        
Assets in VIEs
 
 
$145,175
 
   $128,069  
 
$151,339
 
   $148,665 
Carrying value of variable interests — assets
 
 
$    9,746
 
   $    9,526  
 
$    9,706
 
   $    8,624 
Carrying value of variable interests — liabilities
 
 
$      
 
978
 
   $       619  
 
$
       
827
 
   $       888 
Maximum exposure to loss:
        
Retained interests
 
 
$    3,848
 
   $    3,372  
 
$    4,001
 
   $    3,182 
Purchased interests
 
 
1,630
 
   901  
 
904
 
   1,041 
Commitments and guarantees
 
 
2,806
 
   2,697  
 
2,169
 
   2,455 
Derivatives
 
 
8,653
 
   9,010  
 
8,545
 
   8,343 
Debt and equity
 
 
3,878
 
   4,806  
 
4,454
 
   4,020 
Total
 
 
$  20,815
 
   $  20,786  
 
$  20,073
 
   $  19,041 
In the table above:
 
The nature of the firm’s variable interests is described in the rows under maximum exposure to loss.
 
The firm’s exposure to the obligations of VIEs is generally limited to its interests in these entities. In certain instances, the firm provides guarantees, including derivative guarantees, to VIEs or holders of variable interests in VIEs.
 
The maximum exposure to loss excludes the benefit of offsetting financial instruments that are held to mitigate the risks associated with these variable interests.
 
The maximum exposure to loss from retained interests, purchased interests, and debt and equity is the carrying value of these interests.
 
The maximum exposure to loss from commitments and guarantees, and derivatives is the notional amount, which does not represent anticipated losses and has not been reduced by unrealized losses. As a result, the maximum exposure to loss exceeds liabilities recorded for commitments and guarantees, and derivatives.
The table below presents information, by principal business activity, for nonconsolidated VIEs included in the summary table above.
  As of 
   
$ in millions
 
 
March
2021
 
 
   December
2020
 
 
Mortgage-backed
         
Assets in VIEs
 
 
$99,809
 
   $99,353 
Carrying value of variable interests — assets
 
 
$  4,655
 
   $  4,014 
Maximum exposure to loss:
         
Retained interests
 
 
$  3,770
 
   $  2,990 
Purchased interests
 
 
885
 
   1,024 
Commitments and guarantees
 
 
46
 
   47 
Derivatives
 
 
396
 
   394 
Total
 
 
$  5,097
 
   $  4,455 
 
Real estate, credit- and power-related and other investing
 
Assets in VIEs
 
 
$21,423
 
   $20,934 
Carrying value of variable interests — assets
 
 
$  3,561
 
   $  3,288 
Carrying value of variable interests — liabilities
 
 
$
  
      15
 
   $       14 
Maximum exposure to loss:
         
Commitments and guarantees
 
 
$  1,230
 
   $  1,374 
Derivatives
 
 
75
 
   84 
Debt and equity
 
 
3,561
 
   3,288 
Total
 
 
$  4,866
 
   $  4,746 
 
Corporate debt and other asset-backed
      
Assets in VIEs
 
 
$14,890
 
   $14,077 
Carrying value of variable interests — assets
 
 
$  1,058
 
   $     913 
Carrying value of variable interests — liabilities
 
 
$
  
    812
 
   $     874 
Maximum exposure to loss:
         
Retained interests
 
 
$
  
    231
 
   $     192 
Purchased interests
 
 
19
 
   17 
Commitments and guarantees
 
 
859
 
   989 
Derivatives
 
 
8,071
 
   7,862 
Debt and equity
 
 
461
 
   323 
Total
 
 
$  9,641
 
   $  9,383 
 
Investments in funds
         
Assets in VIEs
 
 
$15,217
 
   $14,301 
Carrying value of variable interests — assets
 
 
$
  
    432
 
   $     409 
Maximum exposure to loss:
         
Commitments and guarantees
 
 
$
  
      34
 
   $       45 
Derivatives
 
 
3
 
   3 
Debt and equity
 
 
432
 
   409 
Total
 
 
$
  
    469
 
   $     457 
As of both March 2021 and December 2020, the carrying values of the firm’s variable interests in nonconsolidated VIEs are included in the consolidated balance sheets as follows:
 
  As of 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
Mortgage-backed
   
Assets in VIEs
 
 
$93,867
 
   $75,354 
Carrying value of variable interests — assets
 
 
$  4,467
 
   $  3,830 
Maximum exposure to loss:
   
Retained interests
 
 
$  3,689
 
   $  3,223 
Purchased interests
 
 
778
 
   607 
Commitments and guarantees
 
 
45
 
   50 
Derivatives
 
 
376
 
   66 
Total
 
 
$  4,888
 
   $  3,946 
 
Real estate, credit- and power-related and other investing
 
Assets in VIEs
 
 
$20,696
 
   $19,602 
Carrying value of variable interests — assets
 
 
$  3,204
 
   $  3,243 
Carrying value of variable interests — liabilities
 
 
$    
 
  10
 
   $         7 
Maximum exposure to loss:
   
Commitments and guarantees
 
 
$  1,304
 
   $  1,213 
Derivatives
 
 
85
 
   92 
Debt and equity
 
 
3,204
 
   3,238 
Total
 
 
$  4,593
 
   $  4,543 
 
Corporate debt and other asset-backed
 
  
Assets in VIEs
 
 
$14,990
 
   $16,248 
Carrying value of variable interests — assets
 
 
$  1,666
 
   $  2,040 
Carrying value of variable interests — liabilities
 
 
$    
 
968
 
   $     612 
Maximum exposure to loss:
   
Retained interests
 
 
$    
 
159
 
   $     149 
Purchased interests
 
 
852
 
   294 
Commitments and guarantees
 
 
1,378
 
   1,374 
Derivatives
 
 
8,189
 
   8,849 
Debt and equity
 
 
265
 
   1,155 
Total
 
 
$10,843
 
   $11,821 
 
Investments in funds
   
Assets in VIEs
 
 
$15,622
 
   $16,865 
Carrying value of variable interests — assets
 
 
$    
 
409
 
   $     413 
Maximum exposure to loss:
   
Commitments and guarantees
 
 
$    
 
  79
 
   $       60 
Derivatives
 
 
3
 
   3 
Debt and equity
 
 
409
 
   413 
Total
 
 
$    
 
491
 
   $     476 
Mortgage-backed: Assets were primarily included in trading assets and loans.
Real estate, credit- and power-related and other investing: Assets were primarily included in investments and loans and liabilities were included in trading liabilities and other liabilities.
Corporate debt and other asset-backed: Assets were included in loans and trading assets, and liabilities were included in trading liabilities.
Investments in funds: Assets were included in investments.
 
Goldman Sachs September 2020March 2021 Form 10-Q 6462

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
As of both September 2020 and December 2019, the carrying values of the firm’s variable interests in nonconsolidated VIEs are included in the consolidated balance sheets as follows:
Mortgage-backed: Assets were primarily included in trading assets and loans.
Real estate, credit- and power-related and other investing: Assets were primarily included in loans and investments and liabilities were included in trading liabilities and other liabilities.
Corporate debt and other asset-backed: Assets were included in trading assets and loans and liabilities were included in trading liabilities.
Investments in funds: Assets were included in investments
.
Consolidated VIEs
The table below presents a summary of the carrying value and balance sheet classification of assets and liabilities in consolidated VIEs.
 
 As of  As of 
  
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Total consolidated VIEs
       
Assets
        
Cash and cash equivalents
 
 
$  
 
255
 
   $   112  
 
$
 
  309
 
   $   312 
Trading assets
 
 
57
 
   27  
 
71
 
   96 
Investments
 
 
846
 
   835  
 
972
 
   880 
Loans
 
 
2,077
 
   2,392  
 
1,895
 
   2,099 
Other assets
 
 
1,066
 
   1,084  
 
960
 
   989 
Total
 
 
$4,301
 
   $4,450  
 
$4,207
 
   $4,376 
Liabilities
        
Other secured financings
 
 
$1,945
 
   $1,163  
 
$1,690
 
   $1,891 
Customer and other payables
 
 
25
 
   9  
 
9
 
   28 
Trading liabilities
 
 
257
 
   10  
 
269
 
   296 
Unsecured short-term borrowings
 
 
44
 
   48  
 
59
 
   43 
Unsecured long-term borrowings
 
 
219
 
   214  
 
196
 
   226 
Other liabilities
 
 
945
 
   959  
 
1,068
 
   948 
Total
 
 
$3,435
 
   $2,403  
 
$3,291
 
   $3,432 
In the table above:
 
Assets and liabilities are presented net of intercompany eliminations and exclude the benefit of offsetting financial instruments that are held to mitigate the risks associated with the firm’s variable interests.
 
VIEs in which the firm holds a majority voting interest are excluded if (i) the VIE meets the definition of a business and (ii) the VIE’s assets can be used for purposes other than the settlement of its obligations.
 
Substantially all assets can only be used to settle obligations of the VIE.
The table below presents information, by principal business activity, for consolidated VIEs included in the summary table above.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Real estate, credit-related and other investing
Real estate, credit-related and other investing
 
  
Real estate, credit-related and other investing
    
Assets
        
Cash and cash equivalents
 
 
$  
 
208
 
   $   112  
 
$
 
  173
 
   $   229 
Trading assets
 
 
3
 
   26  
 
12
 
   8 
Investments
 
 
846
 
   835  
 
972
 
   880 
Loans
 
 
2,077
 
   2,392  
 
1,895
 
   2,099 
Other assets
 
 
1,066
 
   1,084  
 
960
 
   989 
Total
 
 
$4,200
 
   $4,449  
 
$4,012
 
   $4,205 
Liabilities
        
Other secured financings
 
 
$  
 
691
 
   $   684  
 
$
 
  533
 
   $   649 
Customer and other payables
 
 
25
 
   9  
 
9
 
   28 
Trading liabilities
 
 
36
 
   10  
 
44
 
   46 
Other liabilities
 
 
945
 
   959  
 
1,068
 
   948 
Total
 
 
$1,697
 
   $1,662  
 
$1,654
 
   $1,671 
Corporate debt and other asset-backed
        
Assets
          
Cash and cash equivalents
 
 
$  
 
  47
 
   $      
 
 –
  
 
$
 
  136
 
   $     83 
Total
 
 
$  
 
  47
 
   $      
 
 –
  
 
$
 
  136
 
   $     83 
Liabilities
        
Other secured financings
 
 
$  
 
715
 
   $      
 
 –
  
 
$
 
  627
 
   $   679 
Total
 
 
$  
 
715
 
   $      
 
 –
  
 
$
 
  627
 
   $   679 
Principal-protected notes
        
Assets
          
Trading assets
 
 
$  
 
  54
 
   $       1  
 
$
 
    59
 
   $     88 
Total
 
 
$  
 
  54
 
   $       1  
 
$
 
    59
 
   $     88 
Liabilities
        
Other secured financings
 
 
$  
 
539
 
   $   479  
 
$
 
  530
 
   $   563 
Trading liabilities
 
 
221
 
     
 
225
 
   250 
Unsecured short-term borrowings
 
 
44
 
   48  
 
59
 
   43 
Unsecured long-term borrowings
 
 
219
 
   214  
 
196
 
   226 
Total
 
 
$1,023
 
   $   741  
 
$1,010
 
   $1,082 
In the table above:
 
The majority of the assets in principal-protected notes VIEs are intercompany and are eliminated in consolidation.
 
Creditors and beneficial interest holders of real estate, credit-related and other investing VIEs do not have recourse to the general credit of the firm.
 
6563 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Note 18.
Commitments, Contingencies and Guarantees
 
Commitments
The table below presents commitments by type.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Commitment Type
        
Commercial lending:
        
Investment-grade
 
 
$  79,362
 
   $  89,276  
 
$  97,248
 
   $  83,801 
Non-investment-grade
 
 
53,392
 
   58,718  
 
61,580
 
   56,757 
Warehouse financing
 
 
7,973
 
   5,581  
 
10,823
 
   9,377 
Credit cards
 
 
18,880
 
   13,669  
 
26,491
 
   21,640 
Total lending
 
 
159,607
 
   167,244  
 
196,142
 
   171,575 
Risk participations
 
 
8,135
 
   8,054 
Collateralized agreement
 
 
83,472
 
   62,093  
 
96,505
 
   55,278 
Collateralized financing
 
 
47,614
 
   10,193  
 
27,091
 
   35,402 
Letters of credit
 
 
362
 
   456  
 
367
 
   367 
Investment
 
 
5,015
 
   7,879  
 
6,243
 
   6,456 
Other
 
 
7,169
 
   6,135  
 
9,987
 
   7,836 
Total commitments
 
 
$303,239
 
   $254,000  
 
$344,470
 
   $284,968 
The table below presents commitments by expiration.
 
 
As of September 2020
  
As of March 2021
 
 
$ in millions
 
 
Remainder of
2020
 
 
 
 
2021 -
2022
 
 
 
 
2023 -
2024
 
 
 
 
2025 -
Thereafter
 
 
 
 
Remainder
of 2021
 
 
  
 
2022 -
2023
 
 
  
 
2024 -
2025
 
 
  
 
2026 -
Thereafter
 
 
Commitment Type
               
Commercial lending:
               
Investment-grade
 
 
$    2,601
 
 
 
$27,050
 
 
 
$40,570
 
 
 
$  9,141
 
 
 
$    9,668
 
  
 
$44,571
 
  
 
$34,592
 
  
 
$  8,417
 
Non-investment-grade
 
 
1,299
 
 
 
13,096
 
 
 
26,938
 
 
 
12,059
 
 
 
3,291
 
  
 
21,766
 
  
 
23,841
 
  
 
12,682
 
Warehouse financing
 
 
676
 
 
 
4,682
 
 
 
2,302
 
 
 
313
 
 
 
1,128
 
  
 
5,590
 
  
 
3,336
 
  
 
769
 
Credit cards
 
 
18,880
 
 
 
 
 
 
 
 
 
 
 
 
26,491
 
  
 
 
  
 
 
  
 
 
Total lending
 
 
23,456
 
 
 
44,828
 
 
 
69,810
 
 
 
21,513
 
 
 
40,578
 
  
 
71,927
 
  
 
61,769
 
  
 
21,868
 
Risk participations
 
 
720
 
  
 
4,537
 
  
 
2,668
 
  
 
210
 
Collateralized agreement
 
 
79,105
 
 
 
4,367
 
 
 
 
 
 
 
 
 
96,505
 
  
 
 
  
 
 
  
 
 
Collateralized financing
 
 
46,335
 
 
 
1,279
 
 
 
 
 
 
 
 
 
27,091
 
  
 
 
  
 
 
  
 
 
Letters of credit
 
 
137
 
 
 
185
 
 
 
 
 
 
40
 
 
 
311
 
  
 
15
 
  
 
 
  
 
41
 
Investment
 
 
573
 
 
 
1,152
 
 
 
1,097
 
 
 
2,193
 
 
 
2,325
 
  
 
2,075
 
  
 
1,062
 
  
 
781
 
Other
 
 
6,976
 
 
 
193
 
 
 
 
 
 
 
 
 
9,697
 
  
 
167
 
  
 
63
 
  
 
60
 
Total commitments
 
 
$156,582
 
 
 
$52,004
 
 
 
$70,907
 
 
 
$23,746
 
 
 
$177,227
 
  
 
$78,721
 
  
 
$65,562
 
  
 
$22,960
 
Lending Commitments
The firm’s commercial and warehouse financing lending commitments are agreements to lend with fixed termination dates and depend on the satisfaction of all contractual conditions to borrowing. These commitments are presented net of amounts syndicated to third parties. The total commitment amount does not necessarily reflect actual future cash flows because the firm may syndicate all or substantial portions of these commitments. In addition, commitments can expire unused or be reduced or cancelled at the counterparty’s request. The firm also provides credit to consumers by issuing credit card lines.
The table below presents information about lending commitments.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Held for investment
 
 
$146,043
 
   $150,100  
 
$188,111
 
   $162,513 
Held for sale
 
 
11,194
 
   15,245  
 
6,076
 
   6,594 
At fair value
 
 
2,370
 
   1,899  
 
1,955
 
   2,468 
Total
 
 
$159,607
 
   $167,244  
 
$196,142
 
   $171,575 
In the table above:
 
Held for investment lending commitments are accounted for at amortized cost. The carrying value of lending commitments was a liability of $800$972 million (including allowance for credit losses of $615$721 million) as of September 2020March 2021 and $527$775 million (including allowance for credit losses of $361$557 million) as of December 2019.2020. The estimated fair value of such lending commitments was a liability of $4.52$4.03 billion as of September 2020March 2021 and $3.05$4.05 billion as of December 2019.2020. Had these lending commitments been carried at fair value and included in the fair value hierarchy, $1.42$2.32 billion as of September 2020March 2021 and $1.78$2.43 billion as of December 20192020 would have been classified in level 2, and $3.10$1.71 billion as of September 2020March 2021 and $1.27$1.62 billion as of December 20192020 would have been classified in level 3.
 
Held for sale lending commitments are accounted for at the lower of cost or fair value. The carrying value of lending commitments held for sale was a liability of $75$72 million as of September 2020March 2021 and $60$68 million as of December 2019.2020. The estimated fair value of such lending commitments approximates the carrying value. Had these lending commitments been included in the fair value hierarchy, they would have been primarily classified in level 3 as of September 2020both March 2021 and primarily classified in level 2 as of December 2019.2020.
 
Gains or losses related to lending commitments at fair value, if any, are generally recorded net of any fees in other principal transactions.
 
Goldman Sachs September 2020March 2021 Form 10-Q 6664

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Commercial Lending.
The firm’s commercial lending commitments were primarily extended to investment-grade corporate borrowers. Such commitments primarily included $106.08$113.86 billion as of September 2020March 2021 and $102.50$110.31 billion as of December 2019,2020, related to relationship lending activities (principally used for operating and general corporate purposes) and $14.69$29.32 billion as of September 2020March 2021 and $33.47$15.81 billion as of December 2019,2020, related to other investment banking activities (generally extended for contingent acquisition financing and are often intended to be short-term in nature, as borrowers often seek to replace them with other funding sources). The firm also extends lending commitments in connection with other types of corporate lending, as well as commercial real estate financing. See Note 9 for further information about funded loans.
To mitigate the credit risk associated with the firm’s commercial lending activities, the firm obtains credit protection on certain loans and lending commitments through credit default swaps, both single-name and index-based contracts, and through the issuance of credit-linked notes. In addition, Sumitomo Mitsui Financial Group, Inc. (SMFG) provides the firm with credit loss protection on certain approved loan commitments (primarily investment-grade commercial lending
commitments), for which the notional amount
was $3.21 billion as of September 2020 and $5.74 billion as of December 2019. The credit loss protection on loan commitments provided by SMFG is generally limited to 95% of the first loss the firm realizes on such commitments, up to a maximum of approximately $950 million. In addition, subject to the satisfaction of certain conditions, upon the firm’s request, SMFG will provide protection for 70% of additional losses on such commitments, up to a maximum of $750 million, of which 0 protection had been provided as of September 2020 and December 2019.commitments.
Warehouse Financing.
The firm provides financing to clients who warehouse financial assets. These arrangements are secured by the warehoused assets, primarily consisting of residential real estate, consumer and corporate loans.
Credit Cards.
The firm’s credit card lending commitments representsincluded $24.54 billion as of March 2021 and $21.64 billion as of December 2020 related to credit card lines issued by the firm to consumers. These credit card lines are cancellable by the firm. Credit card commitments also includes
approximately
$2.0 
billion relating to the firm’s commitment to acquire a credit card portfolio in connection with its agreement, in January 2021, to form a
co-branded
credit card relationship with General Motors. This amount represents the portfolio’s outstanding credit card loan balance as of March 2021; however, the final amount will depend on the outstanding balance of credit card loans at the time that the acquisition closes, which is expected to be in the third quarter of 2021.
Risk Participations
The firm also risk participates certain of its commercial lending commitments to other financial institutions. In the event of a risk participant’s default, the firm will be responsible to fund the borrower.
Collateralized Agreement Commitments/ Collateralized Financing Commitments
Collateralized agreement commitments includes forward starting resale and securities borrowing agreements, and collateralized financing commitments includes forward starting repurchase and secured lending agreements that settle at a future date, generally within three business days. Collateralized agreement commitments also includes transactions where the firm has entered into commitments to provide contingent financing to its clients and counterparties through resale agreements. The firm’s funding of these commitments depends on the satisfaction of all contractual conditions to the resale agreement and these commitments can expire unused.
Letters of Credit
The firm has commitments under letters of credit issued by various banks which the firm provides to counterparties in lieu of securities or cash to satisfy various collateral and margin deposit requirements.
Investment Commitments
Investment commitments includes commitments to invest in private equity, real estate and other assets directly and through funds that the firm raises and manages. Investment commitments included $1.82$1.78 billion as of September 2020March 2021 and $2.06$1.69 billion as of December 2019,2020, related to commitments to invest in funds managed by the firm. If these commitments are called, they would be funded at market value on the date of investment.
Contingencies
Legal Proceedings.
See Note 27 for information about legal proceedings, including certain mortgage-related matters.
Certain Mortgage-Related Contingencies.
During the period 2005 through 2008 in connection with both sales and securitizations of loans, the firm provided loan-level representations and/or assigned the loan-level representations from the party from whom the firm purchased the loans.
Based on the large number of defaults in residential mortgages, including those sold or securitized by the firm, there is a potential for repurchase claims. However, the firm is not in a position to make a meaningful estimate of that exposure at this time. The firm’s exposure to claims for repurchase of residential mortgage loans based on alleged breaches of representations will depend on a number of factors, such as the extent to which these claims are made within the statute of limitations, taking into consideration the agreements to toll the statute of limitations the firm entered into with trustees representing certain trusts.
 
6765 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Other Contingencies.
In connection with the settlement agreement with the Residential Mortgage-Backed Securities Working Group of the U.S. Financial Fraud Enforcement Task Force, the firm agreed to provide $1.80 billion in consumer relief by January 2021. As of September 2020, approximately $1.70 billion of suchThe firm has provided consumer relief was provided.that it expects to satisfy this requirement, subject to validation by the independent monitor overseeing the firm’s compliance with its consumer relief obligations. This relief was provided in the form of principal forgiveness for underwater homeowners and distressed borrowers; financing for construction, rehabilitation and preservation of affordable housing; and support for debt restructuring, foreclosure prevention and housing quality improvement programs, as well as land banks.
Guarantees
The table below presents derivatives that meet the definition of a guarantee, securities lending indemnificationsand clearing guarantees and certain other financial guarantees.
 
$ in millions
  Derivatives    
 
Securities
lending
indemnifications
 
 
 
    Other
financial
guarantees
 
 
 
As of September 2020
     
Carrying Value of Net Liability
 
 
$    5,897
 
  
 
$         –
 
  
 
$  
 
256
 
Maximum Payout/Notional Amount by Period of Expiration
 
Remainder of 2020
 
 
$  22,573
 
  
 
$20,901
 
  
 
$  
 
558
 
2021 - 2022
 
 
102,509
 
  
 
 
  
 
2,106
 
2023 - 2024
 
 
31,521
 
  
 
 
  
 
3,171
 
2025 - thereafter
 
 
38,180
 
  
 
 
  
 
2,055
 
Total
 
 
$194,783
 
  
 
$20,901
 
  
 
$7,890
 
 
As of December 2019
     
Carrying Value of Net Liability
  $    3,817    $        
  
    $     27 
Maximum Payout/Notional Amount by Period of Expiration
 
2020
  $  91,814    $17,891    $2,044 
2021 - 2022
  76,693        1,714 
2023 - 2024
  19,377        2,219 
2025 - thereafter
  36,317        149 
Total
  $224,201    $17,891    $6,126 
$ in millions
  Derivatives    
Securities
lending and
clearing
 
 
 
   
Other
financial
guarantees
 
 
 
As of March 2021
              
Carrying Value of Net Liability
 
 
$    3,923
 
  
 
$         –
 
  
 
$
  
 232
 
Maximum Payout/Notional Amount by Period of Expiration
 
Remainder of 2021
 
 
$  81,762
 
  
 
$18,932
 
  
 
$
  
 859
 
2022 - 2023
 
 
61,673
 
  
 
 
  
 
3,451
 
2024 - 2025
 
 
26,730
 
  
 
 
  
 
2,746
 
2026 - thereafter
 
 
31,385
 
  
 
 
  
 
334
 
Total
 
 
$201,550
 
  
 
$18,932
 
  
 
$7,390
 
 
As of December 2020
              
Carrying Value of Net Liability
  $    4,357    $    
  
    –
    $   253 
Maximum Payout/Notional Amount by Period of Expiration
 
2021
  $  89,202    $21,352    $1,263 
2022 - 2023
  56,204        3,304 
2024 - 2025
  23,389        2,787 
2026 - thereafter
  32,244        268 
Total
  $201,039    $21,352    $7,622 
In the table above:
 
The maximum payout is based on the notional amount of the contract and does not represent anticipated losses.
 
Amounts exclude certain commitments to issue standby letters of credit that are included in lending commitments. See the tables in “Commitments” above for a summary of the firm’s commitments.
 
The carrying value for derivatives included derivative assets of $1.51$1.34 billion as of September 2020March 2021 and $1.56$1.66 billion as of December 2019,2020, and derivative liabilities of $7.41$5.26 billion as of September 2020March 2021 and $5.38$6.02 billion as of December 2019.2020.
Derivative Guarantees.
The firm enters into various derivatives that meet the definition of a guarantee under U.S. GAAP, including written equity and commodity put options, written currency contracts and interest rate caps, floors and swaptions. These derivatives are risk managed together with derivatives that do not meet the definition of a guarantee, and therefore the amounts in the table above do not reflect the firm’s overall risk related to derivative activities. Disclosures about derivatives are not required if they may be cash settled and the firm has no basis to conclude it is probable that the counterparties held the underlying instruments at inception of the contract. The firm has concluded that these conditions have been met for certain large, internationally active commercial and investment bank counterparties, central clearing counterparties, hedge funds and certain other counterparties. Accordingly, the firm has not included such contracts in the table above. See Note 7 for information about credit derivatives that meet the definition of a guarantee, which are not included in the table above.
Derivatives are accounted for at fair value and therefore the carrying value is considered the best indication of payment/performance risk for individual contracts. However, the carrying values in the table above exclude the effect of counterparty and cash collateral netting.
Securities Lending Indemnifications.and Clearing Guarantees.
TheSecurities lending and clearing guarantees include the indemnifications and guarantees that the firm provides in its capacity as an agency lender and in its capacity as a sponsoring member of the Fixed Income Clearing Corporation.
As an agency lender, the firm indemnifies most of its securities lending customers against losses incurred in the event that borrowers do not return securities and the collateral held is insufficient to cover the market value of the securities borrowed. The maximum payout of such indemnifications was $18.93 billion as of March 2021 and $19.86 billion as of December 2020. Collateral held by the lenders in connection with securities lending indemnifications was $21.50$19.52 billion as of September 2020March 2021 and $19.14$20.39 billion as of December 2019.2020. Because the contractual nature of these arrangements requires the firm to obtain collateral with a market value that exceeds the value of the securities lent to the borrower, there is minimal performance risk associated with these guarantees.indemnifications.
Goldman Sachs March 2021 Form 10-Q66

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
As a sponsoring member of the Government Securities Division of the Fixed Income Clearing Corporation, the firm guarantees the performance of its sponsored member clients to the Fixed Income Clearing Corporation in connection with certain resale and repurchase agreements. To minimize potential losses on such guarantees, the firm obtains a security interest in the collateral that the sponsored client placed with the Fixed Income Clearing Corporation. Therefore, the risk of loss on such guarantees is minimal. There
were
0
amounts outstanding under the guarantee as of March 2021. As of December 2020, the maximum payout on this
guarantee was $1.49 billion and the related collateral held was $1.50 billion.
Other Financial Guarantees.
In the ordinary course of business, the firm provides other financial guarantees of the obligations of third parties (e.g., standby letters of credit and other guarantees to enable clients to complete transactions and fund-related guarantees). These guarantees represent obligations to make payments to beneficiaries if the guaranteed party fails to fulfill its obligation under a contractual arrangement with that beneficiary. Other financial guarantees also include a guarantee that the firm has provided to the Government of Malaysia that it will receive at least $1.4 billion in assets and proceeds from assets seized by governmental authorities around the world related to 1Malaysia Development Berhad, a sovereign wealth fund in Malaysia (1MDB). The firm evaluates progress toward satisfying this obligation based on information that it receives on a semi-annual basis, expected in February and August. As of March 2021, approximately $220 million in assets or proceeds from assets has been returned to the Government of Malaysia
 in connection with this guarantee, which must be satisfied by August 18, 2025.
Any amounts paid by the firm under this guarantee would be subject to reimbursement in the event the assets or proceeds received by the Government of Malaysia through August 18, 2028 exceeds $1.4 billion. See Note 27 for further information.
information about matters related to 1MDB.
Goldman Sachs September 2020 Form 10-Q68

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Guarantees of Securities Issued by Trusts.
The firm has established trusts, including Goldman Sachs Capital I, the APEX Trusts and other entities, for the limited purpose of issuing securities to third parties, lending the proceeds to the firm and entering into contractual arrangements with the firm and third parties related to this purpose. The firm does not consolidate these entities. See Note 14 for further information about the transactions involving Goldman Sachs Capital I and the APEX Trusts.

The firm effectively provides for the full and unconditional guarantee of the securities issued by these entities. Timely payment by the firm of amounts due to these entities under the guarantee, borrowing, preferred stock and related contractual arrangements will be sufficient to cover payments due on the securities issued by these entities. No subsidiary of Group Inc. guarantees the securities of Goldman Sachs Capital I or the APEX Trusts.
Management believes that it is unlikely that any circumstances will occur, such as nonperformance on the part of paying agents or other service providers, that would make it necessary for the firm to make payments related to these entities other than those required under the terms of the guarantee, borrowing, preferred stock and related contractual arrangements and in connection with certain expenses incurred by these entities.
Indemnities and Guarantees of Service Providers.
In the ordinary course of business, the firm indemnifies and guarantees certain service providers, such as clearing and custody agents, trustees and administrators, against specified potential losses in connection with their acting as an agent of, or providing services to, the firm or its affiliates.
The firm may also be liable to some clients or other parties for losses arising from its custodial role or caused by acts or omissions of third-party service providers, including
sub-custodians
and third-party brokers. In certain cases, the firm has the right to seek indemnification from these third-party service providers for certain relevant losses incurred by the firm. In addition, the firm is a member of payment, clearing and settlement networks, as well as securities exchanges around the world that may require the firm to meet the obligations of such networks and exchanges in the event of member defaults and other loss scenarios.
In connection with the firm’s prime brokerage and clearing businesses, the firm agrees to clear and settle on behalf of its clients the transactions entered into by them with other brokerage firms. The firm’s obligations in respect of such transactions are secured by the assets in the client’s account, as well as any proceeds received from the transactions cleared and settled by the firm on behalf of the client. In connection with joint venture investments, the firm may issue loan guarantees under which it may be liable in the event of fraud, misappropriation, environmental liabilities and certain other matters involving the borrower.
The firm is unable to develop an estimate of the maximum payout under these guarantees and indemnifications. However, management believes that it is unlikely the firm will have to make any material payments under these arrangements, and no material liabilities related to these guarantees and indemnifications have been recognized in the consolidated balance sheets as of both September 2020March 2021 and December 2019.2020.
67Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Other Representations, Warranties and Indemnifications.
The firm provides representations and warranties to counterparties in connection with a variety of commercial transactions and occasionally indemnifies them against potential losses caused by the breach of those representations and warranties. The firm may also provide indemnifications protecting against changes in or adverse application of certain U.S. tax laws in connection with ordinary-course transactions, such as securities issuances, borrowings or derivatives.
In addition, the firm may provide indemnifications to some counterparties to protect them in the event additional taxes are owed or payments are withheld, due either to a change in or an adverse application of certain
non-U.S.
tax laws.
These indemnifications generally are standard contractual terms and are entered into in the ordinary course of business. Generally, there are no stated or notional amounts included in these indemnifications, and the contingencies triggering the obligation to indemnify are not expected to occur. The firm is unable to develop an estimate of the maximum payout under these guarantees and indemnifications. However, management believes that it is unlikely the firm will have to make any material payments under these arrangements, and no material liabilities related to these arrangements have been recognized in the consolidated balance sheets as of both September 2020March 2021 and December 2019.2020.
69Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Guarantees of Subsidiaries.
Group Inc. is the entity that fully and unconditionally guarantees the securities issued by GS Finance Corp., a wholly-owned finance subsidiary of the firm. Group Inc. has guaranteed the payment obligations of Goldman Sachs & Co. LLC (GS&Co.) and, GS Bank USA and Goldman Sachs Paris Inc. et Cie, subject to certain exceptions. In addition, Group Inc. has provided a guarantee to GS Bank USA related to assets that GS Bank USA has acquired from certain subsidiaries and affiliated funds of Group Inc., and Group Inc. has provided a guaranteeguarantees to Goldman Sachs International (GSI) and Goldman Sachs Bank Europe SE (GSBE) related to agreements that GSIeach entity has entered into with certain of its counterparties. Furthermore, Group Inc. provided a guarantee to GS Bank USA in 2020 related to securities that GS Bank USA acquired from certain affiliated funds of Group Inc. and loans and lending commitments that GS Bank USA acquired from certain subsidiaries of
Group Inc. As of March 2021, none of the securities acquired from the affiliated funds were outstanding.
Group Inc. guarantees many of the obligations of its other consolidated subsidiaries on a
transaction-by-transaction
basis, as negotiated with counterparties. Group Inc. is unable to develop an estimate of the maximum payout under its subsidiary guarantees. However, because these obligations are also obligations of consolidated subsidiaries, Group Inc.’s liabilities as guarantor are not separately disclosed.
Note 19.
Shareholders’ Equity
Common Equity
As of both September 2020March 2021 and December 2019,2020, the firm had 4.00 billion authorized shares of common stock and 200 million authorized shares of nonvoting common stock, each with a par value of $0.01 per share.
The firm’s share repurchase program is intended to help maintain the appropriate level of common equity. The share repurchase program is effected primarily through regular open-market purchases (which may include repurchase plans designed to comply with
Rule 10b5-1
and accelerated share repurchases), the amounts and timing of which are determined primarily by the firm’s current and projected capital position, and capital deployment opportunities, but which may also be influenced by general market conditions and the prevailing price and trading volumes of the firm’s common stock. The firm suspended stock repurchases during the first quarter of 2020 and, through the third quarter of 2020. Consistentconsistent with the FRB’s requirement for all large bank holding companies (BHCs), the firm has extended the suspension of stock repurchases through the fourth quarter of 2020. The firm resumed stock repurchases in the first quarter of 2021.
The table below presents information about common stock repurchases.
 
 
September 2020
  
Three Months
Ended March
 
 
in millions, except per share amounts
 
 
Three Months
Ended
 
 
  
 
Nine Months
Ended
 
 
 
 
2021
 
   2020 
Common share repurchases
 
 
0
 
  
 
8.2
 
 
 
8.7
 
   8.2 
Average cost per share
 
 
$    0
 
  
 
$236.35
 
 
 
$310.04
 
   $236.35 
Total cost of common share repurchases
 
 
$    0
 
  
 
$  1,928
 
 
 
$  2,700
 
   $  1,928 
Pursuant to the terms of certain share-based compensation plans, employees may remit shares to the firm or the firm may cancel share-based awards to satisfy statutory employee tax withholding requirements. Under these plans, during the ninethree months ended September 2020, 3,476March 2021, 1,830 shares were remitted with a total value of $0.9$0.5 million and the firm cancelled 3.43.2 million share-based awards with a total value of $828$937 million.
The table below presents common stock dividends declared.
 
  Three Months
Ended September
       Nine Months
Ended September
 
  
 
2020
 
   2019    
 
2020
 
   2019 
Dividends declared per common share
 
 
$1.25
 
   $1.25    
 
$3.75
 
   $2.90 
  
Three Months
Ended March
 
   
  
 
2021
 
   2020 
Dividends declared per common share
 
 
$1.25
 
   $1.25 
On OctoberApril 13, 2020,2021, the Board of Directors of Group Inc. (Board) declared a dividend of $1.25 per common share to be paid on December 30, 2020June 29, 2021 to common shareholders of record on December 2, 2020.June 1, 2021.
Preferred Equity
The tables below present information about the perpetual preferred stock issued and outstanding as of September 2020.
Series
 
 
Shares
Authorized
 
 
  
 
Shares
Issued
 
 
  
 
Shares
Outstanding
 
 
  
 
Depositary Shares
Per Share
 
 
A
  50,000    30,000    29,999    1,000 
C
  25,000    8,000    8,000    1,000 
D
  60,000    54,000    53,999    1,000 
E
  17,500    7,667    7,667    N/A 
F
  5,000    1,615    1,615    N/A 
J
  46,000    40,000    40,000    1,000 
K
  32,200    28,000    28,000    1,000 
M
  80,000    80,000    80,000    25 
N
  31,050    27,000    27,000    1,000 
O
  26,000    26,000    26,000    25 
P
  66,000    60,000    60,000    25 
Q
  20,000    20,000    20,000    25 
R
  24,000    24,000    24,000    25 
S
  14,000    14,000    14,000    25 
Total
 
 
496,750
 
  
 
420,282
 
  
 
420,280
 
     
 
Goldman Sachs September 2020March 2021 Form 10-Q 7068

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Series
 
 
Earliest Redemption Date
 
  
 
Liquidation
Preference
 
 
  
 

 
Redemption
Value

($ in millions)
 
 

 
A
  Currently redeemable    $  25,000   
 
$    
 
750
 
C
  Currently redeemable    $  25,000   
 
200
 
D
  Currently redeemable    $  25,000   
 
1,350
 
E
  Currently redeemable    $100,000   
 
767
 
F
  Currently redeemable    $100,000   
 
161
 
J
  May 10, 2023    $  25,000   
 
1,000
 
K
  May 10, 2024    $  25,000   
 
700
 
M
  Currently redeemable    $  25,000   
 
2,000
 
N
  May 10, 2021    $  25,000   
 
675
 
O
  November 10, 2026    $  25,000   
 
650
 
P
  November 10, 2022    $  25,000   
 
1,500
 
Q
  August 10, 2024    $  25,000   
 
500
 
R
  February 10, 2025    $  25,000   
 
600
 
S
  February 10, 2025    $  25,000   
 
350
 
Total
           
 
$11,203
 
Preferred Equity
The tables below present information about the perpetual preferred stock issued and outstanding as of March 2021.
Series
 
 
Shares
Authorized
 
 
  
 
Shares
Issued
 
 
  
 
Shares
Outstanding
 
 
  
 
Depositary Shares
Per Share
 
 
A
  50,000    30,000    29,999    1,000 
C
  25,000    8,000    8,000    1,000 
D
  60,000    54,000    53,999    1,000 
E
  17,500    7,667    7,667    N/A 
F
  5,000    1,615    1,615    N/A 
J
  46,000    40,000    40,000    1,000 
K
  32,200    28,000    28,000    1,000 
N
  31,050    27,000    27,000    1,000 
O
  26,000    26,000    26,000    25 
P
  66,000    60,000    60,000    25 
Q
  20,000    20,000    20,000    25 
R
  24,000    24,000    24,000    25 
S
  14,000    14,000    14,000    25 
Total
 
 
416,750
 
  
 
340,282
 
  
 
340,280
 
     
Series
 
 
Earliest Redemption Date
 
  
 
Liquidation
Preference
 
 
    
 
 
Redemption
Value
($ in millions)
 
 
 
A
  Currently redeemable    $  25,000     
 
$  
 
750
 
C
  Currently redeemable    $  25,000     
 
200
 
D
  Currently redeemable    $  25,000     
 
1,350
 
E
  Currently redeemable    $100,000     
 
767
 
F
  Currently redeemable    $100,000     
 
161
 
J
  May 10, 2023    $  25,000     
 
1,000
 
K
  May 10, 2024    $  25,000     
 
700
 
N
  May 10, 2021    $  25,000     
 
675
 
O
  November 10, 2026    $  25,000     
 
650
 
P
  November 10, 2022    $  25,000     
 
1,500
 
Q
  August 10, 2024    $  25,000     
 
500
 
R
  February 10, 2025    $  25,000     
 
600
 
S
  February 10, 2025    $  25,000     
 
350
 
Total
             
 
$9,203
 
In the tables above:
 
All shares have a par value of $0.01 per share and, where applicable, each share is represented by the specified number of depositary shares.
 
The earliest redemption date represents the date on which each share of
non-cumulative
Preferred Stock is redeemable at the firm’s option.
 
Prior to redeeming preferred stock, the firm must receive approval from the FRB.
In January 2020, the firm issued 14,000 shares of Series S 4.40% Fixed-Rate Reset
Non-Cumulative
Preferred Stock (Series S Preferred Stock).
The redemption price per share for Series A through F and Series Q through S Preferred Stock is the liquidation preference plus declared and unpaid dividends. The redemption price per share for Series J through P Preferred Stock is the liquidation preference plus accrued and unpaid dividends. Each share of Series E and Series F Preferred Stock is redeemable at the firm’s option, subject to certain covenant restrictions governing the firm’s ability to redeem the preferred stock without issuing common stock or other instruments with equity-like characteristics. See Note 14 for information about the replacement capital covenants applicable to the Series E and Series F Preferred Stock.
 
All series of preferred stock are pari passu and have a preference over the firm’s common stock on liquidation.
 
The firm’s ability to declare or pay dividends on, or purchase, redeem or otherwise acquire, its common stock is subject to certain restrictions in the event that the firm fails to pay or set aside full dividends on the preferred stock for the latest completed dividend period.
In April 2021, the firm issued 27,000 shares of Series T 3.80% Fixed-Rate Reset Non-Cumulative Preferred Stock (Series T Preferred Stock). Each share of Series T Preferred Stock issued and outstanding has a liquidation preference of $25,000
,
is represented by 25 depositary shares and is redeemable at the firm’s option beginning May 10, 2026 at a redemption price equal to $25,000 plus declared and unpaid dividends. Dividends on Series T Preferred Stock, if declared, are payable
semi-annually
at (i) 3.80% per annum from the issuance date to, but excluding May 10, 2026 and, thereafter, (ii) 2.969% per annum plus the five-year treasury rate. In addition, the firm issued
a
notice that it will redeem its outstanding shares of Series N 6.30% Non-Cumulative Preferred Stock (Series N Preferred Stock) with a redemption value of $675 million ($25,000 per share), plus accrued and unpaid dividends on May 19, 2021. The difference between the redemption value and net carrying value at the time of the issuance of this notice was $20 million, which was recorded as an addition to preferred stock dividends in the second quarter of 2021.
In the first quarter of 2021, the firm redeemed all outstanding shares of its Series M 5.375%
Fixed-to-Floating
Rate
Non-Cumulative
Preferred Stock (Series M Preferred Stock) with a redemption value of $2 billion. The difference between the redemption value and net carrying value at the time of this redemption was $21 million, which was recorded as an addition to preferred stock dividends in the first quarter of 2021.
69Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
In 2020, the firm redeemed the remaining 14,000 outstanding shares of its Series L 5.70%
Non-Cumulative
Preferred Stock (Series L Preferred Stock) with a redemption value of $350 million ($25,000 per share), plus accrued and unpaid dividends. The difference between the redemption value and net carrying value at the time of this redemption was $1 million, which was recorded as an addition to preferred stock dividends in 2020.
In 2019, the firm redeemed 38,000 shares of its outstanding Series L Preferred Stock with a redemption value of $950 million ($25,000 per share), plus accrued and unpaid dividends. In addition, in 2019, the firm redeemed the remaining 6,000 outstanding shares of its Series B 6.20%
Non-Cumulative
Preferred Stock (Series B Preferred Stock) with a redemption value of $150 million ($25,000 per share). The difference between the redemption value and net carrying value at the time of these redemptions was $9 million ($7 million of which was recorded during the nine months ended September 2019), which was recorded as an addition to preferred stock dividends in 2019.
The table below presents the dividend rates of perpetual preferred stock as of September 2020.March 2021.
 
Series
 
Per Annum Dividend Rate
A
 3 month LIBOR + 0.75%, with floor of 3.75%, payable quarterly
C
 3 month LIBOR + 0.75%, with floor of 4.00%, payable quarterly
D
 3 month LIBOR + 0.67%, with floor of 4.00%, payable quarterly
E
 3 month LIBOR + 0.7675%, with floor of 4.00%, payable quarterly
F
 3 month LIBOR + 0.77%, with floor of 4.00%, payable quarterly
J
 
5.50% to, but excluding, May 10, 2023;
3 month LIBOR + 3.64% thereafter, payable quarterly
K
 
6.375% to, but excluding, May 10, 2024;
3 month LIBOR + 3.55% thereafter, payable quarterly
M
3 month LIBOR + 3.922%, payable quarterly
N
 6.30%, payable quarterly
O
 
5.30%, payable semi-annually, from issuance date to, but excluding,
November 10, 2026; 3 month LIBOR + 3.834%, payable quarterly, thereafter
P
 
5.00%, payable semi-annually, from issuance date to, but excluding,
November 10, 2022; 3 month LIBOR + 2.874%, payable quarterly, thereafter
Q
 
5.50%, payable semi-annually, from issuance date to, but excluding,
August 10, 2024; 5 year treasury rate + 3.623%, payable semi-annually, thereafter
R
 
4.95%, payable semi-annually, from issuance date to, but excluding,
February 10, 2025; 5 year treasury rate + 3.224%, payable semi-annually, thereafter
S
 
4.40%, payable semi-annually, from issuance date to, but excluding,
February 10, 2025; 5 year treasury rate + 2.85%, payable semi-annually thereafter
In the table above, dividends on each series of preferred stock are payable in arrears for the periods specified.
71Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The table below presents preferred stock dividends declared.
 
 
2020
  
    
 2019  
2021
  
        
  2020 
 
Series
 
 
per share
 
  
 
$ in millions
 
   
 
per share
 
  
 
$ in millions
 
 
 
per share
 
  
 
$ in millions
 
   
 
per share
 
  
 
$ in millions
 
Three Months Ended September
 
    
Three Months Ended March
Three Months Ended March
 
A
 
 
$  
 
236.98
 
  
 
$    7
 
  $   244.79    $    7  
 
$
  
 239.58
 
  
 
$    7
 
    $   234.38    $  7 
C
 
 
$  
 
252.78
 
  
 
2
 
  $   261.11    2  
 
$
  
 255.56
 
  
 
2
 
    $   250.00    2 
D
 
 
$  
 
252.78
 
  
 
14
 
  $   261.11    14  
 
$
  
 255.56
 
  
 
14
 
    $   250.00    13 
E
 
 
$1,022.22
 
  
 
8
 
  $1,022.22    8  
 
$1,000.00
 
  
 
7
 
    $1,011.11    7 
F
 
 
$1,022.22
 
  
 
2
 
  $1,022.22    2  
 
$1,000.00
 
  
 
2
 
    $1,011.11    2 
J
 
 
$  
 
343.75
 
  
 
13
 
  $   343.75    13  
 
$
  
 343.75
 
  
 
14
 
    $   343.75    14 
K
 
 
$  
 
398.44
 
  
 
11
 
  $   398.44    11  
 
$
  
 398.44
 
  
 
11
 
    $   398.44    11 
L
 
 
$            
 
 
  
 
 
  $   419.68    16  
 
$
  
          –
 
  
 
0
 
    $   361.54    4 
M
 
 
$  
 
279.17
 
  
 
22
 
  $
  
           –
     
N
 
 
$  
 
393.75
 
  
 
11
 
  $   393.75    11  
 
$
  
 393.75
 
  
 
10
 
    $   393.75    11 
Q
 
 
$  
 
687.50
 
  
 
14
 
  $
  
           –
      
 
$
  
 687.50
 
  
 
14
 
    $   889.93    18 
R
 
 
$  
 
910.94
 
  
 
22
 
  $
  
           –
      
 
$
  
 618.75
 
  
 
15
 
    $
  
           –
     
S
 
 
$  
 
586.67
 
  
 
8
 
   $
  
           –
      
 
$
  
 550.00
 
  
 
8
 
    $
  
           –
     
Total
    
 
$134
 
       $  84     
 
$104
 
       $89 
Nine Months Ended September
 
    
A
 
 
$  
 
708.34
 
  
 
$  21
 
  $   708.34    $  21 
B
 
 
$            
 
 
  
 
 
  $   775.00    5 
C
 
 
$  
 
755.56
 
  
 
6
 
  $   755.55    6 
D
 
 
$  
 
755.56
 
  
 
41
 
  $   755.55    41 
E
 
 
$3,044.44
 
  
 
23
 
  $3,044.44    23 
F
 
 
$3,044.44
 
  
 
5
 
  $3,044.44    5 
J
 
 
$1,031.25
 
  
 
41
 
  $1,031.25    41 
K
 
 
$1,195.32
 
  
 
33
 
  $1,195.32    33 
L
 
 
$  
 
361.54
 
  
 
4
 
  $1,132.18    53 
M
 
 
$  
 
951.05
 
  
 
76
 
  $   671.88    54 
N
 
 
$1,181.25
 
  
 
32
 
  $1,181.25    32 
O
 
 
$  
 
662.50
 
  
 
17
 
  $   662.50    17 
P
 
 
$  
 
625.00
 
  
 
38
 
  $   625.00    38 
Q
 
 
$1,577.43
 
  
 
32
 
  $
  
           –
     
R
 
 
$  
 
910.94
 
  
 
22
 
  $
  
           –
     
S
 
 
$  
 
586.67
 
  
 
8
 
   $
  
           –
     
Total
    
 
$399
 
       $369 
On October 6, 2020,April 7, 2021, Group Inc. declared dividends of $239.58$231.77 per share of Series A Preferred Stock, $255.56$247.22 per share of Series C Preferred Stock, $255.56$247.22 per share of Series D Preferred Stock, $343.75 per share of Series J Preferred Stock, $398.44 per share of Series K Preferred Stock, $266.11 per share of Series M Preferred Stock, $393.75 per share of Series N Preferred Stock, $662.50 per share of Series O Preferred Stock, and $625.00 per share of Series P Preferred Stock to be paid on NovemberMay 10, 20202021 to preferred shareholders of record on October 26, 2020.April 25, 2021. In addition, the firm declared dividends of $1,011.11$1,022.22 per share of Series E Preferred Stock and $1,011.11$1,022.22 per share of Series F Preferred Stock to be paid on DecemberJune 1, 20202021 to preferred shareholders of record on November 16, 2020.May 17, 2021.
Accumulated Other Comprehensive Income/(Loss)
The table below presents changes in the accumulated other comprehensive income/(loss), net of tax, by type.
 
$ in millions
  Beginning
balance
 
 
  


 
Other
comprehensive
income/(loss)
adjustments,
net of tax
 
 
 
 
 
  Ending
balance
 
 
 
 
Beginning
balance
 
 
  
Other
comprehensive
income/(loss)
adjustments,
net of tax
 
 
 
 
 
 
 
Ending
balance
 
 
Three Months Ended September 2020
 
  
Three Months Ended March 2021
Three Months Ended March 2021
 
Currency translation
 
 
$  
 
(677
 
 
$    
 
(13
 
 
$(690
 
 
$
  
 (696
 
 
$       –
 
 
 
$
  
 (696
Debt valuation adjustment
 
 
124
 
 
 
(268
 
 
(144
 
 
(833
 
 
(19
 
 
(852
Pension and postretirement liabilities
 
 
(339
 
 
(2
 
 
(341
 
 
(368
 
 
7
 
 
 
(361
Available-for-sale
securities
 
 
551
 
 
 
(11
 
 
540
 
 
 
463
 
 
 
(628
 
 
(165
Total
 
 
$  
 
(341
 
 
$  
 
(294
 
 
$(635
 
 
$(1,434
 
 
$
  
(640
 
 
$(2,074
Three Months Ended September 2019
 
  
Three Months Ended March 2020
Three Months Ended March 2020
 
Currency translation
 $  
  
(610
 $       (9 $
  
(619
  $
  
  (616
  $    (17  $
  
  (633
Debt valuation adjustment
 (221 278  57   (572  2,914   2,342 
Pension and postretirement liabilities
 (90 (5 (95  (342  7   (335
Available-for-sale
securities
 106  67  173   46   517   563 
Total
 $  
  
(815
 $    331  $
  
(484
  $
 
(1,484
  $3,421   $
  
1,937
 
Nine Months Ended September 2020
   
Currency translation
 
 
$  
 
(616
 
 
$    
 
(74
 
 
$(690
Debt valuation adjustment
 
 
(572
 
 
428
 
 
 
(144
Pension and postretirement liabilities
 
 
(342
 
 
1
 
 
 
(341
Available-for-sale
securities
 
 
46
 
 
 
494
 
 
 
540
 
Total
 
 
$(1,484
 
 
$    849
 
 
 
$(635
Nine Months Ended September 2019
   
Currency translation
 $  
  
(621
 $        2  $
  
(619
Debt valuation adjustment
 1,507  (1,450 57 
Pension and postretirement liabilities
 (81 (14 (95
Available-for-sale
securities
 (112 285  173 
Total
 $    
 
693
  $(1,177 $
  
(484
 
Goldman Sachs September 2020March 2021 Form 10-Q 7270

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Note 20.
Regulation and Capital Adequacy
 
The FRB is the primary regulator of Group Inc., a BHC under the U.S. Bank Holding Company Act of 1956 and a financial holding company under amendments to this Act. The firm is subject to consolidated regulatory capital requirements which are calculated in accordance with the regulations of the FRB (Capital Framework).
The capital requirements are expressed as risk-based capital and leverage ratios that compare measures of regulatory capital to risk-weighted assets (RWAs), average assets and
off-balance
sheet exposures. Failure to comply with these capital requirements could result in restrictions being imposed by the firm’s regulators and could limit the firm’s ability to repurchase shares, pay dividends and make certain discretionary compensation payments. The firm’s capital levels are also subject to qualitative judgments by the regulators about components of capital, risk weightings and other factors. Furthermore, certain of the firm’s subsidiaries are subject to separate regulations and capital requirements.
Capital Framework
The regulations under the Capital Framework are largely based on the Basel Committee on Banking Supervision’s (Basel Committee) capital framework for strengthening international capital standards (Basel III) and also implement certain provisions of the Dodd-Frank Act. Under the Capital Framework, the firm is an “Advanced approach” banking organization and has been designated as a global systemically important bank
(G-SIB).
The capital requirements calculated in accordance with the Capital Framework includeincludes the minimum risk-based capital and leverage ratios. In addition, the risk-based capital requirements include the capital conservation buffer countercyclical capitalrequirements. The buffer and the
G-SIB
surcharge, all of which must consist entirely of capital that qualifies as Common Equity Tier 1 (CET1) capital.
The firm calculates its CET1 capital, Tier 1 capital and Total capital ratios in accordance with (i)both the Standardized approach and market risk rules set out inAdvanced Capital Rules. Each of the Capital Framework (together,ratios calculated under the Standardized Capital Rules) and (ii) the Advanced approach and market risk rules set out in the Capital Framework (together, the Advanced Capital Rules). The lower of each risk-basedRules must meet
its
 respective capital ratio calculated in (i) and (ii) is the ratio against which the firm’s compliance with its risk-based capital requirements is assessed.requirements.
Under the Capital Framework, the firm is also subject to leverage requirements which consist of a minimum Tier 1 leverage ratio and a minimum supplementary leverage ratio (SLR), as well as the SLR buffer.
Consolidated Regulatory Capital Requirements
Risk-Based Capital and Leverage RatiosRatios.
The table below presents the risk-based capital and leverage requirements as of both September 2020March 2021 and December 2019.2020.
 
   Standardized    Advanced 
CET1 capital ratio
  13.6%    9.5% 
Tier 1 capital ratio
  15.1%    11.0% 
Total capital ratio
  17.1%    13.0% 
Requirements
Risk-based capital requirements
CET1 capital ratio
9.5%
Tier 1 capital ratio
11.0%
Total capital ratio
13.0%
Leverage requirements
Tier 1 leverage ratio
4.0%
SLR
5.0%
Beginning on October 1, 2020, the Standardized capital ratio requirements include the stressed capital buffer (SCB), which has replaced the capital conservation buffer. The SCB is determined by the FRB based on institution-specific Comprehensive Capital Analysis and Review results. As a result, beginning on October 1, 2020, the firm’s Standardized CET1 capital ratio requirement is 13.6%, which includes a minimum of 4.5%, the SCB of 6.6%, the G-SIB surcharge of 2.5% (Method 2) and the countercyclical capital buffer, which the FRB has set to zero percent. In addition, beginning on October 1, 2020, the firm’s Standardized Tier 1 capital ratio requirement is 15.1% and the Standardized Total capital ratio requirement is 17.1%.
In the table above:
 
As ofUnder both September 2020the Standardized and December 2019,Advanced Capital Rules, the CET1 capital ratio requirement includes a minimum of 4.5%, the Tier 1 capital ratio requirement includes a minimum of 6.0% and the Total capital ratio requirement includes a minimum of 8.0%. TheThese requirements also include the capital conservation buffer requirements, consisting of 2.5%, the
G-SIB
surcharge of 2.5% (Method 2) and the countercyclical capital buffer, which the FRB has set to 0 percent. In addition, the capital conservation buffer requirements include the
stress capital buffer (SCB)
of 6.6% under the Standardized Capital Rules and a buffer of 2.5% under the Advanced Capital Rules.
 
The
G-SIB
surcharge is updated annually based on financial data from the prior year and is generally applicable for the following year. The
G-SIB
surcharge is calculated using two methodologies, the higher of which is reflected in the firm’s risk-based capital requirements. The first calculation (Method 1) is based on the Basel Committee’s methodology which, among other factors, relies upon measures of the size, activity and complexity of each
G-SIB.
The second calculation (Method 2) uses similar inputs but includes a measure of reliance on short-term wholesale funding.
The Tier 1 leverage ratio requirement is a minimum of 4%. The SLR requirement of 5% includes a
minimum of 3% and a 2% buffer applicable to
G-SIBs.
 
7371 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents information about risk-based capital ratios.
 
$ in millions
 Standardized    Advanced   Standardized    Advanced 
As of September 2020
   
As of March 2021
     
CET1 capital
 
 
$  77,503
 
  
 
$  77,503
 
 
 
$  85,219
 
  
 
$  85,219
 
Tier 1 capital
 
 
$  88,566
 
  
 
$  88,566
 
 
 
$  94,314
 
  
 
$  94,314
 
Tier 2 capital
 
 
$  16,018
 
  
 
$  14,067
 
 
 
$  15,063
 
  
 
$  12,837
 
Total capital
 
 
$104,584
 
  
 
$102,633
 
 
 
$109,377
 
  
 
$107,151
 
RWAs
 
 
$534,557
 
  
 
$599,626
 
 
 
$594,573
 
  
 
$629,801
 
CET1 capital ratio
 
 
14.5%
 
  
 
12.9%
 
 
 
14.3%
 
  
 
13.5%
 
Tier 1 capital ratio
 
 
16.6%
 
  
 
14.8%
 
 
 
15.9%
 
  
 
15.0%
 
Total capital ratio
 
 
19.6%
 
  
 
17.1%
 
 
 
18.4%
 
  
 
17.0%
 
As of December 2019
   
As of December 2020
     
CET1 capital
 $  74,850    $  74,850   $  81,641    $  81,641 
Tier 1 capital
 $  85,440    $  85,440   $  92,730    $  92,730 
Tier 2 capital
 $  14,925    $  13,473   $  15,424    $  13,279 
Total capital
 $100,365    $  98,913   $108,154    $106,009 
RWAs
 $563,575    $544,653   $554,162    $609,750 
CET1 capital ratio
 13.3%    13.7%   14.7%    13.4% 
Tier 1 capital ratio
 15.2%    15.7%   16.7%    15.2% 
Total capital ratio
 17.8%    18.2%   19.5%    17.4% 
In the table above:
The lower of the Standardized or Advanced ratio is the ratio against which the firm’s compliance with the capital requirements is assessed under the risk-based Capital Rules, and therefore, the Advanced ratios applied to the firmabove, as of September 2020 and the Standardized ratios applied to the firm as of December 2019.
As permitted by the FRB, the firm has elected to temporarily delay the estimated effects of adopting CECL on regulatory capital until January 2022 and to subsequently
phase-in
the effects through January 2025. In addition, during 2020 and 2021, the firm has elected to increase regulatory capital by 25% of the increase in the allowance for credit losses since January 1, 2020, as permitted by the rules issued by the FRB. The impact of this increase will also be phased in over the three-year transition period. Reflecting the full impact of CECL as of Septemberboth March 2021 and December 2020 would not have had a material impact on the firm’s Advanced risk-based capital ratios.
Leverage Ratios.
The table below presents the leverage requirements.
Requirements
Tier 1 leverage ratio
4.0%
SLR
5.0%
In the table above, the SLR requirement of 5% includes a minimum of 3% and a 2% buffer applicable to
G-SIBs.
The table below presents information about leverage ratios.
 
 
For the Three Months
Ended or as of
  
For the Three Months
Ended or as of
 
 
$ in millions
 
 
September
2020
 
 
  December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
Tier 1 capital
 
 
$    
 
88,566
 
 $     85,440  
 
$  
    
  94,314
 
   $     92,730 
Average total assets
 
 
$1,140,901
 
 $   983,909  
 
$1,249,783
 
   $1,152,785 
Deductions from Tier 1 capital
 
 
(5,087
 (5,275 
 
(5,111
   (4,948
Average adjusted total assets
 
 
1,135,814
 
 978,634  
 
1,244,672
 
   1,147,837 
Impact of SLR temporary amendment
 
 
(198,954
    
 
(205,103
   (202,748
Average
off-balance
sheet exposures
 
 
365,008
 
 396,833  
 
410,683
 
   387,848 
Total leverage exposure
 
 
$1,301,868
 
 $1,375,467  
 
$1,450,252
 
   $1,332,937 
Tier 1 leverage ratio
 
 
7.8%
 
 8.7%  
 
7.6
%
 
   8.1% 
SLR
 
 
6.8%
 
 6.2%  
 
6.5
%
 
   7.0% 
In the table above:
 
Average total assets represents the average daily assets for the quarter andadjusted for the three months ended September 2020, reflected the impact of CECL transition.
 
Impact of SLR temporary amendment represents the exclusion of average holdings of U.S. Treasury securities and average deposits at the Federal Reserve as permitted by the FRB. TheEffective April 1, 2021, the amendment permitting this exclusion expired and, as a result, the SLR for the three months ended June 2021 will not reflect the impact of thisthe temporary amendment was an increase into exclude the firm’sholdings of such assets. This temporary amendment had the effect of increasing the SLR by approximately 0.9 
0.8
percentage points for the three months ended SeptemberMarch 2021 and approximately
1.0
percentage points for the three months ended December 2020. This temporary amendment is effective through March 31, 2021.
 
Average
off-balance
sheet exposures represents the monthly average and consists of derivatives, securities financing transactions, commitments and guarantees.
 
Tier 1 leverage ratio is calculated as Tier 1 capital divided by average adjusted total assets.
 
SLR is calculated as Tier 1 capital divided by total leverage exposure.
 
Goldman Sachs September 2020March 2021 Form 10-Q 7472

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Risk-Based Capital.
The table below presents information about risk-based capital.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
Common shareholders’ equity
 
 
$  81,447
 
   $  79,062  
 
$  88,461
 
   $  84,729 
Impact of CECL transition
 
 
1,100
 
     
 
1,077
 
   1,126 
Deduction for goodwill
 
 
(3,644
   (3,529 
 
(3,660
   (3,652
Deduction for identifiable intangible assets
 
 
(599
   (604 
 
(548
   (601
Other adjustments
 
 
(801
   (79 
 
(111
   39 
CET1 capital
 
 
77,503
 
   74,850  
 
85,219
 
   81,641 
Preferred stock
 
 
11,203
 
   11,203  
 
9,203
 
   11,203 
Deduction for investments in covered funds
 
 
(129
   (610 
 
(104
   (106
Other adjustments
 
 
(11
   (3 
 
(4
   (8
Tier 1 capital
 
 
$  88,566
 
   $  85,440  
 
$  94,314
 
   $  92,730 
Standardized Tier 2 and Total capital
        
Tier 1 capital
 
 
$  88,566
 
   $  85,440  
 
$  94,314
 
   $  92,730 
Qualifying subordinated debt
 
 
12,872
 
   12,847  
 
12,079
 
   12,196 
Junior subordinated debt
 
 
188
 
   284  
 
94
 
   188 
Allowance for credit losses
 
 
3,019
 
   1,802  
 
2,949
 
   3,095 
Other adjustments
 
 
(61
   (8 
 
(59
   (55
Standardized Tier 2 capital
 
 
16,018
 
   14,925  
 
15,063
 
   15,424 
Standardized Total capital
 
 
$104,584
 
   $100,365  
 
$109,377
 
   $108,154 
Advanced Tier 2 and Total capital
   
Advanced Tier 2 and Total capital
 
   
Tier 1 capital
 
 
$  88,566
 
   $  85,440  
 
$  94,314
 
   $  92,730 
Standardized Tier 2 capital
 
 
16,018
 
   14,925  
 
15,063
 
   15,424 
Allowance for credit losses
 
 
(3,019
   (1,802 
 
(2,949
   (3,095
Other adjustments
 
 
1,068
 
   350  
 
723
 
   950 
Advanced Tier 2 capital
 
 
14,067
 
   13,473  
 
12,837
 
   13,279 
Advanced Total capital
 
 
$102,633
 
   $  98,913  
 
$107,151
 
   $106,009 
In the table above:
 
Impact of CECL transition represents the impact of adoption as of January 1, 2020 and the impact of increasing regulatory capital by 25% of the increase in allowance for credit losses since January 1, 2020. The allowance for credit losses within Standardized and Advanced Tier 2 capital also reflects the impact of these adjustments.
 
Deduction for goodwill was net of deferred tax liabilities of $689$672 million as of September 2020March 2021 and $667
$680 million as of
December 2019.2020.
 
Deduction for identifiable intangible assets was net of deferred tax liabilities of $33$27 million as of September 2020March 2021 and $37$29 million as of December 2019.2020.
 
Deduction for investments in covered funds represents the firm’s aggregate investments in applicable covered funds, excluding investments that are subject to an extended conformance period. See Note 8 for further information about the Volcker Rule.
Other adjustments within CET1 capital and Tier 1 capital primarily include credit valuation adjustments on derivative liabilities, the overfunded portion of the firm’s defined benefit pension plan obligation net of associated deferred tax liabilities, disallowed deferred tax assets, debt valuation adjustments and other required credit risk-based deductions. Other adjustments within Advanced Tier 2 capital include eligible credit reserves.
 
Qualifying subordinated debt is subordinated debt issued by Group Inc. with an original maturity of five years or greater. The outstanding amount of subordinated debt qualifying for Tier 2 capital is reduced upon reaching a remaining maturity of five years. See Note 14 for further information about the firm’s subordinated debt.
 
Junior subordinated debt is debt issued to a Trust. As of SeptemberMarch 2021, 10% of this debt was included in Tier 2 capital and 90% was phased out of regulatory capital. As of December 2020, 20% of this debt was included in Tier 2 capital and 80% was phased out of regulatory capital. As of December 2019, 30% of this debt was included in Tier 2 capital and 70% was phased out of regulatory capital. Junior subordinated debt is reduced by the amount of Trust Preferred securities purchased by the firm and will be fully phased out of Tier 2 capital by 2022 at a rate of 10% per year.2022. See Note 14 for further information about the firm’s junior subordinated debt and Trust Preferred securities.
 
7573 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents changes in CET1 capital, Tier 1 capital and Tier 2 capital.
 
$ in millions
 Standardized  Advanced   Standardized   Advanced 
Nine Months Ended September 2020
  
Three Months Ended March 2021
    
CET1 capital
    
Beginning balance
 
 
$  81,641
 
 
 
$  81,641
 
Change in:
    
Common shareholders’ equity
 
 
3,732
 
 
 
3,732
 
Impact of CECL transition
 
 
(49
 
 
(49
Deduction for goodwill
 
 
(8
 
 
(8
Deduction for identifiable intangible assets
 
 
53
 
 
 
53
 
Other adjustments
 
 
(150
 
 
(150
Ending balance
 
 
$  85,219
 
 
 
$  85,219
 
Tier 1 capital
    
Beginning balance
 
 
$  92,730
 
 
 
$  92,730
 
Change in:
    
CET1 capital
 
 
3,578
 
 
 
3,578
 
Deduction for investments in covered funds
 
 
2
 
 
 
2
 
Preferred stock
 
 
(2,000
 
 
(2,000
Other adjustments
 
 
4
 
 
 
4
 
Ending balance
 
 
94,314
 
 
 
94,314
 
Tier 2 capital
    
Beginning balance
 
 
15,424
 
 
 
13,279
 
Change in:
    
Qualifying subordinated debt
 
 
(117
 
 
(117
Junior subordinated debt
 
 
(94
 
 
(94
Allowance for credit losses
 
 
(146
 
 
 
Other adjustments
 
 
(4
 
 
(231
Ending balance
 
 
15,063
 
 
 
12,837
 
Total capital
 
 
$109,377
 
 
 
$107,151
 
Year Ended December 2020
    
CET1 capital
      
Beginning balance
 
 
$  74,850
 
 
 
$  74,850
 
  $  74,850   $  74,850 
Change in:
      
Common shareholders’ equity
 
 
2,385
 
 
 
2,385
 
  5,667   5,667 
Impact of CECL transition
 
 
1,100
 
 
 
1,100
 
  1,126   1,126 
Deduction for goodwill
 
 
(115
 
 
(115
  (123  (123
Deduction for identifiable intangible assets
 
 
5
 
 
 
5
 
  3   3 
Other adjustments
 
 
(722
 
 
(722
  118   118 
Ending balance
 
 
$  77,503
 
 
 
$  77,503
 
  $  81,641   $  81,641 
Tier 1 capital
      
Beginning balance
 
 
$  85,440
 
 
 
$  85,440
 
  $  85,440   $  85,440 
Change in:
      
CET1 capital
 
 
2,653
 
 
 
2,653
 
  6,791   6,791 
Deduction for investments in covered funds
 
 
481
 
 
 
481
 
  504   504 
Other adjustments
 
 
(8
 
 
(8
  (5  (5
Ending balance
 
 
88,566
 
 
 
88,566
 
  92,730   92,730 
Tier 2 capital
      
Beginning balance
 
 
14,925
 
 
 
13,473
 
  14,925   13,473 
Change in:
      
Qualifying subordinated debt
 
 
25
 
 
 
25
 
  (651  (651
Junior subordinated debt
 
 
(96
 
 
(96
  (96  (96
Allowance for credit losses
 
 
1,217
 
 
 
 
  1,293    
Other adjustments
 
 
(53
 
 
665
 
  (47  553 
Ending balance
 
 
16,018
 
 
 
14,067
 
  15,424   13,279 
Total capital
 
 
$104,584
 
 
 
$102,633
 
  $108,154   $106,009 
Year Ended December 2019
  
CET1 capital
  
Beginning balance
 $  73,116  $  73,116 
Change in:
  
Common shareholders’ equity
 80  80 
Deduction for goodwill
 (432 (432
Deduction for identifiable intangible assets
 (307 (307
Other adjustments
 2,393  2,393 
Ending balance
 $  74,850  $  74,850 
Tier 1 capital
  
Beginning balance
 $  83,702  $  83,702 
Change in:
  
CET1 capital
 1,734  1,734 
Deduction for investments in covered funds
 5  5 
Other adjustments
 (1 (1
Ending balance
 85,440  85,440 
Tier 2 capital
  
Beginning balance
 14,926  13,743 
Change in:
  
Qualifying subordinated debt
 (300 (300
Junior subordinated debt
 (158 (158
Allowance for credit losses
 449    
Other adjustments
 8  188 
Ending balance
 14,925  13,473 
Total capital
 $100,365  $  98,913 
RWAs.
RWAs are calculated in accordance with both the Standardized and Advanced Capital Rules.
Credit Risk
Credit RWAs are calculated based on measures of exposure, which are then risk weighted under the Standardized and Advanced Capital Rules:
The Standardized Capital Rules apply prescribed risk-weights, which depend largely on the type of counterparty. The exposure measure for derivatives and securities financing transactions are based on specific formulas which take certain factors into consideration.
The Standardized Capital Rules apply prescribed risk-weights, which depend largely on the type of counterparty. The exposure measure for derivatives and securities financing transactions are based on specific formulas which take certain factors into consideration.
 
Under the Advanced Capital Rules, the firm computes risk-weights for wholesale and retail credit exposures in accordance with the Advanced Internal Ratings-Based approach. The exposure measures for derivatives and securities financing transactions are computed utilizing internal models.
Under the Advanced Capital Rules, the firm computes risk-weights for wholesale and retail credit exposures in accordance with the Advanced Internal Ratings-Based approach. The exposure measures for derivatives and securities financing transactions are computed utilizing internal models.
 
For both Standardized and Advanced credit RWAs, the risk-weights for securitizations and equities are based on specific required formulaic approaches.
For both Standardized and Advanced credit RWAs, the risk-weights for securitizations and equities are based on specific required formulaic approaches.
Market Risk
RWAs for market risk in accordance with the Standardized and Advanced Capital Rules are generally consistent. Market RWAs are calculated based on measures of exposure which include the following:
 
Value-at-Risk
(VaR) is the potential loss in value of trading assets and liabilities, as well as certain investments, loans, and other financial assets and liabilities accounted for at fair value, due to adverse market movements over a defined time horizon with a specified confidence level.
 
Goldman Sachs September 2020March 2021 Form 10-Q 7674

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
For both risk management purposes and regulatory capital calculations, the firm uses a single VaR model which captures risks, including those related to interest rates, equity prices, currency rates and commodity prices. However, VaR used for risk management purposes differs from VaR used for regulatory capital requirements (regulatory VaR) due to differences in time horizons, confidence levels and the scope of positions on which VaR is calculated. For risk management purposes, a 95%
one-dayone-day
VaR is used, whereas for regulatory capital requirements, a 99%
10-day
VaR is used to determine Market RWAs and a 99%
one-day
VaR is used to determine regulatory VaR exceptions. In addition, the daily net revenues used to determine risk management VaR exceptions (i.e., comparing the daily net revenues to the VaR measure calculated as of the end of the prior business day) include intraday activity, whereas the Capital Framework requires that intraday activity be excluded from daily net revenues when calculating regulatory VaR exceptions. Intraday activity includes bid/offer net revenues, which are more likely than not to be positive by their nature. As a result, there may be differences in the number of VaR exceptions and the amount of daily net revenues calculated for regulatory VaR compared to the amounts calculated for risk management VaR.
The firm’s positional losses observed on a single day did not exceed its 99%
one-day
regulatory VaR during the three months ended March 2021 and exceeded its 99%
one-day
regulatory VaR on six occasions during the nine months ended September 2020 (all of which occurred during March 2020)2020 and, exceeded its 99%
one-day
regulatory VaR on one occasion during the year ended December 2019. Asas permitted by the FRB, the firm has permanently excluded the six exceptions that occurred in March 2020 in determiningdid not have any impact on the firm’s VaR multiplier used to calculate Market RWAs;RWAs);
 
Stressed VaR is the potential loss in value of trading assets and liabilities, as well as certain investments, loans, and other financial assets and liabilities accounted for at fair value, during a period of significant market stress;
 
Incremental risk is the potential loss in value of
non-securitized
positions due to the default or credit migration of issuers of financial instruments over a
one-year
time horizon;
 
Comprehensive risk is the potential loss in value, due to price risk and defaults, within the firm’s credit correlation positions; and
Specific risk is the risk of loss on a position that could result from factors other than broad market movements, including event risk, default risk and idiosyncratic risk. The standardized measurement method is used to determine specific risk RWAs, by applying supervisory defined risk-weighting factors after applicable netting is performed.
Operational Risk
Operational RWAs are only required to be included under the Advanced Capital Rules. The firm utilizes an internal risk-based model to quantify Operational RWAs.
The table below presents information about RWAs.
 
$ in millions
 Standardized    Advanced   Standardized    Advanced 
As of September 2020
   
As of March 2021
     
Credit RWAs
        
Derivatives
 
 
$119,176
 
  
 
$112,940
 
 
 
$126,509
 
  
 
$104,912
 
Commitments, guarantees and loans
 
 
163,098
 
  
 
136,659
 
 
 
190,116
 
  
 
156,207
 
Securities financing transactions
 
 
56,441
 
  
 
9,883
 
 
 
75,746
 
  
 
21,337
 
Equity investments
 
 
45,142
 
  
 
47,305
 
 
 
46,587
 
  
 
48,778
 
Other
 
 
70,382
 
  
 
83,971
 
 
 
71,973
 
  
 
89,250
 
Total Credit RWAs
 
 
454,239
 
  
 
390,758
 
 
 
510,931
 
  
 
420,484
 
Market RWAs
        
Regulatory VaR
 
 
18,322
 
  
 
18,322
 
 
 
16,383
 
  
 
16,383
 
Stressed VaR
 
 
38,885
 
  
 
38,885
 
 
 
41,798
 
  
 
41,798
 
Incremental risk
 
 
5,385
 
  
 
5,385
 
 
 
8,614
 
  
 
8,614
 
Comprehensive risk
 
 
1,648
 
  
 
1,648
 
 
 
1,959
 
  
 
1,959
 
Specific risk
 
 
16,078
 
  
 
16,078
 
 
 
14,888
 
  
 
14,888
 
Total Market RWAs
 
 
80,318
 
  
 
80,318
 
 
 
83,642
 
  
 
83,642
 
Total Operational RWAs
 
 
0
 
  
 
128,550
 
 
 
 
  
 
125,675
 
Total RWAs
 
 
$534,557
 
  
 
$599,626
 
 
 
$594,573
 
  
 
$629,801
 
As of December 2019
   
As of December 2020
     
Credit RWAs
        
Derivatives
 $120,906    $  72,631   $120,292    $111,691 
Commitments, guarantees and loans
 179,740    134,456   176,501    151,587 
Securities financing transactions
 65,867    13,834   71,427    16,568 
Equity investments
 56,814    61,892   46,944    49,268 
Other
 75,660    78,266   70,274    83,599 
Total Credit RWAs
 498,987    361,079   485,438    412,713 
Market RWAs
        
Regulatory VaR
 8,933    8,933   14,913    14,913 
Stressed VaR
 30,911    30,911   31,978    31,978 
Incremental risk
 4,308    4,308   7,882    7,882 
Comprehensive risk
 1,393    1,191   1,758    1,758 
Specific risk
 19,043    19,043   12,193    12,193 
Total Market RWAs
 64,588    64,386   68,724    68,724 
Total Operational RWAs
      119,188       128,313 
Total RWAs
 $563,575    $544,653   $554,162    $609,750 
In the table above:
 
Securities financing transactions represents resale and repurchase agreements and securities borrowed and loaned transactions.
 
Other includes receivables, certain debt securities, cash and cash equivalents, and other assets.
 
7775 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents changes in RWAs.
 
$ in millions
 Standardized    Advanced   Standardized    Advanced 
Nine Months Ended September 2020
   
Three Months Ended March 2021
     
RWAs
        
Beginning balance
 
 
$563,575
 
  
 
$544,653
 
 
 
$554,162
 
  
 
$609,750
 
Credit RWAs
        
Change in:
        
Derivatives
 
 
(1,730
  
 
40,309
 
 
 
6,217
 
  
 
(6,779
Commitments, guarantees and loans
 
 
(16,642
  
 
2,203
 
 
 
13,615
 
  
 
4,620
 
Securities financing transactions
 
 
(9,426
  
 
(3,951
 
 
4,319
 
  
 
4,769
 
Equity investments
 
 
(11,672
  
 
(14,587
 
 
(357
  
 
(490
Other
 
 
(5,278
  
 
5,705
 
 
 
1,699
 
  
 
5,651
 
Change in Credit RWAs
 
 
(44,748
  
 
29,679
 
 
 
25,493
 
  
 
7,771
 
Market RWAs
        
Change in:
        
Regulatory VaR
 
 
9,389
 
  
 
9,389
 
 
 
1,470
 
  
 
1,470
 
Stressed VaR
 
 
7,974
 
  
 
7,974
 
 
 
9,820
 
  
 
9,820
 
Incremental risk
 
 
1,077
 
  
 
1,077
 
 
 
732
 
  
 
732
 
Comprehensive risk
 
 
255
 
  
 
457
 
 
 
201
 
  
 
201
 
Specific risk
 
 
(2,965
  
 
(2,965
 
 
2,695
 
  
 
2,695
 
Change in Market RWAs
 
 
15,730
 
  
 
15,932
 
 
 
14,918
 
  
 
14,918
 
Change in Operational RWAs
 
 
0
 
  
 
9,362
 
 
 
 
  
 
(2,638
Ending balance
 
 
$534,557
 
  
 
$599,626
 
 
 
$594,573
 
  
 
$629,801
 
Year Ended December 2019
   
Year Ended December 2020
     
RWAs
        
Beginning balance
 $547,910    $558,111   $563,575    $544,653 
Credit RWAs
        
Change in:
        
Derivatives
 (1,605   (9,670  (614   39,060 
Commitments, guarantees and loans
 19,435    (8,900  (3,239   17,131 
Securities financing transactions
 (496   (4,425  5,560    2,734 
Equity investments
 3,251    6,738   (9,870   (12,624
Other
 5,064    8,585   (5,386   5,333 
Change in Credit RWAs
 25,649    (7,672  (13,549   51,634 
Market RWAs
        
Change in:
        
Regulatory VaR
 1,151    1,151   5,980    5,980 
Stressed VaR
 2,959    2,959   1,067    1,067 
Incremental risk
 (6,161   (6,161  3,574    3,574 
Comprehensive risk
 (1,377   (1,579  365    567 
Specific risk
 (6,556   (6,556  (6,850   (6,850
Change in Market RWAs
 (9,984   (10,186  4,136    4,338 
Change in Operational RWAs
      4,400       9,125 
Ending balance
 $563,575    $544,653   $554,162    $609,750 
RWAs Rollforward Commentary
NineThree Months
 End
ed
 March 2021.
Standardized Credit RWAs as of March 2021 increased by $25.49 
billion compared with December 2020, primarily reflecting an increase in commitments, guarantees and loans (principally due to increased lending activity) and an increase in derivatives (principally due to increased exposures). Standardized Market RWAs as of March 2021 increased by
$14.92 
billion compared with December 2020, primarily reflecting an increase in stressed VaR (principally due to increased exposure to interest rates) and an increase in specific risk (principally due to increased exposures to securitized products).
Advanced Credit RWAs as of March 2021 increased by $7.77 
billion compared with December 2020, primarily reflecting an increase in other credit RWAs (principally due to increased corporate debt exposures), an increase in securities financing transactions (principally due to increased funding exposures) and an increase in commitments, guarantees and loans (principally due to increased lending activity). These increases were partially offset by a decrease in derivatives (principally due to the impact of lower levels of counterparty credit risk). Advanced Market RWAs as of March 2021 increased by
$14.92 
billion compared with December 2020, primarily reflecting an increase in stressed VaR (principally due to increased exposure to interest rates) and an increase in specific risk (principally due to increased exposures to securitized products).
Year Ended SeptemberDecember 2020.
Standardized Credit RWAs as of SeptemberDecember 2020 decreased by $44.75 $13.55 
billion compared with December 2019, primarily reflecting a decrease in commitments, guarantees and loans, principally due to reduced lending exposures, a decrease in equity investments principally(principally due to the sale of certain equity positions,positions) and a decrease in other (principally due to decreased receivables as a result of changes in risk measurements). These decreases were partially offset by an increase in securities financing transactions principally(principally due to reducedincreased funding exposures.exposures). Standardized Market RWAs as of SeptemberDecember 2020 increased by $15.73 
$4.14 
billion compared with December 2019, primarily reflecting increasesan increase in regulatory VaR and stressed VaR, principally(principally due to increased market volatility.volatility) and an increase in incremental risk (principally due to increased exposures in equities held for market-making purposes). These increases were partially offset by a decrease in specific risk (principally due to changes in risk measurements on certain exposures).
Advanced Credit RWAs as of SeptemberDecember 2020 increased by $29.68 $51.63 
billion compared with December 2019, primarily reflecting an increase in derivatives principally(principally due to the impact of higher levels of volatility and counterparty credit risk. Thisrisk) and an increase wasin commitments, guarantees and loans (principally due to increased lending activity). These increases were partially offset by a decrease in equity investments principally(principally due to the sale of certain equity positions.positions). Advanced Market RWAs as of SeptemberDecember 2020 increased by $15.93 
$4.34 
billion compared with December 2019, primarily reflecting increasesan increase in regulatory VaR and stressed VaR, principally(principally due to increased market volatility.volatility) and an increase in incremental risk (principally due to increased exposures in equities held for market-making purposes). These increases were partially offset by a decrease in specific risk (principally due to changes in risk measurements on certain exposures). Advanced Operational RWAs as of SeptemberDecember 2020 increased by $9.36
$9.13 billion compared with December 2019. The vast majority of this increase was associated with litigation and regulatory proceedings.
Year Ended December 2019.
Standardized Credit RWAs as of December 2019 increased by $25.65 billion compared with December 2018, primarily reflecting an increase in commitments, guarantees and loans, principally due to an increase in lending activity, and an increase in other credit RWAs, principally due to the recognition of operating lease
right-of-use
assets upon adoption of ASU
No. 2016-02
and an increase in corporate debt exposures. Standardized Market RWAs as of December 2019 decreased by $9.98 billion compared with December 2018, primarily reflecting a decrease in specific risk, principally due to reduced exposures, and a decrease in incremental risk, principally due to reduced exposures and changes in risk measurements.
Advanced Credit RWAs as of December 2019 decreased by $7.67 billion compared with December 2018. Beginning in the fourth quarter of 2019, the firm made changes to the calculation of the loss given default for certain wholesale exposures which resulted in a decrease in credit RWAs, primarily in commitments, guarantees and loans and derivatives. This decrease was partially offset by an increase in other credit RWAs, principally due to the recognition of operating lease
right-of-use
assets upon adoption of ASU
No. 2016-02
and an increase in corporate debt exposures. Advanced Market RWAs as of December 2019 decreased by $10.19 billion compared with December 2018, primarily reflecting a decrease in specific risk, principally due to reduced exposures, and a decrease in incremental risk, principally due to reduced exposures and changes in risk measurements. Advanced Operational RWAs as of December 2019 increased by $4.40 billion compared with December 2018, associated with litigation and regulatory proceedings.
 
Goldman Sachs September 2020March 2021 Form 10-Q 7876

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Bank Subsidiaries
Regulatory Capital Ratios.
GS Bank USA, the firm’s primary U.S. bank subsidiary, is an FDIC-insured, New York State-chartered bank and a member of the Federal Reserve System, is supervised and regulated by the FRB, the FDIC, the New York State Department of Financial Services (NYDFS) and the Consumer Financial Protection Bureau, and is subject to regulatory capital requirements that are calculated in substantially the same manner as those for BHCs. To assess the adequacy of its capital, GS Bank USA calculates its risk-based capital and leverage ratios in accordance with the regulatory capital requirements applicable to state member banks, which are based onunder the Capital Framework. GS Bank USA is an Advanced approach banking organization under the Capital Framework.
Similar toThe Capital Framework includes the firm, minimum risk-based capital and the capital conservation buffer requirements (consisting of a 2.5% buffer and the countercyclical capital buffer). The buffer must consist entirely of capital that qualifies as CET1 capital. In addition, the Capital Framework includes the leverage ratio requirement.
GS Bank USA is required to calculate the CET1 capital, Tier 1 capital and Total capital ratios in accordance with both the Standardized and Advanced Capital Rules. The lower of each risk-based capital ratio under the Standardized and Advanced Capital Rules is the ratio against which GS Bank USA’s compliance with its risk-based capital requirements is assessed. In addition, under the regulatory framework for prompt corrective action applicable to GS Bank USA, in order to meet the quantitative requirements for a “well-capitalized” depository institution, GS Bank USA must also meet the “well-capitalized” requirements in the table below. GS Bank USA’s capital levels and prompt corrective action classification are also subject to qualitative judgments by the regulators about components of capital, risk weightings and other factors. Failure to comply with the capital requirements, including a breach of the buffers described below, could result in restrictions being imposed by the regulators.
The table below presents GS Bank USA’s risk-based capital, leverage and “well-capitalized” requirements.
 
   
Requirements
   
 
“Well-capitalized”
Requirements
 
 
Risk-based capital requirements
      
CET1 capital ratio
 
 
7.0%
 
  
 
6.5%
 
Tier 1 capital ratio
 
 
8.5%
 
  
 
8.0%
 
Total capital ratio
 
 
10.5%
 
  
 
10.0%
 
 
Leverage requirements
 
     
Tier 1 leverage ratio
 
 
4.0%
 
  
 
5.0%
 
SLR
 
 
3.0%
 
  
 
6.0%
 
In the table above:
 
The CET1 capital ratio requirement includes a minimum of 4.5%, the Tier 1 capital ratio requirement includes a minimum of 6.0% and the Total capital ratio requirement includes a minimum of 8.0%. TheThese requirements also include the capital conservation buffer requirements consisting of a 2.5% buffer and the countercyclical capital buffer, which the FRB has set to 0 percent.
 
The “well-capitalized” requirements are the binding requirements for leverage ratios.
The table below presents information about GS Bank USA’s risk-based capital ratios.
 
$ in millions
 Standardized    Advanced   Standardized    Advanced 
As of September 2020
   
As of March 2021
     
CET1 capital
 
 
$  30,441
 
  
 
$  30,441
 
 
 
$  31,137
 
  
 
$  31,137
 
Tier 1 capital
 
 
$  30,441
 
  
 
$  30,441
 
 
 
$  31,137
 
  
 
$  31,137
 
Tier 2 capital
 
 
$    6,235
 
  
 
$    4,852
 
 
 
$    6,134
 
  
 
$    4,696
 
Total capital
 
 
$  36,676
 
  
 
$  35,293
 
 
 
$  37,271
 
  
 
$  35,833
 
RWAs
 
 
$247,064
 
  
 
$160,261
 
 
 
$287,339
 
  
 
$175,826
 
CET1 capital ratio
 
 
12.3%
 
  
 
19.0%
 
 
 
10.8%
 
  
 
17.7%
 
Tier 1 capital ratio
 
 
12.3%
 
  
 
19.0%
 
 
 
10.8%
 
  
 
17.7%
 
Total capital ratio
 
 
14.8%
 
  
 
22.0%
 
 
 
13.0%
 
  
 
20.4%
 
As of December 2019
   
As of December 2020
     
CET1 capital
 $  29,176    $  29,176   $  30,656    $  30,656 
Tier 1 capital
 $  29,176    $  29,176   $  30,656    $  30,656 
Tier 2 capital
 $    5,293    $    4,486   $    6,288    $    4,903 
Total capital
 $  34,469    $  33,662   $  36,944    $  35,559 
RWAs
 $258,541    $135,596   $266,153    $165,799 
CET1 capital ratio
 11.3%    21.5%   11.5%    18.5% 
Tier 1 capital ratio
 11.3%    21.5%   11.5%    18.5% 
Total capital ratio
 13.3%    24.8%   13.9%    21.4% 
In the table above:
 
The lower of the Standardized or Advanced ratio is the ratio against which GS Bank USA’s compliance with the capital requirements is assessed under the risk-based Capital Rules, and therefore, the Standardized ratios applied to GS Bank USA as of both September 2020March 2021 and December 2019.2020.
 
As permitted by the FRB, GS Bank USA has elected to temporarily delay the estimated effects of adopting CECL on regulatory capital until January 2022 and to subsequently
phase-in
the effects through January 2025. In addition, during 2020 and 2021, GS Bank USA has elected to increase regulatory capital by 25% of the increase in the allowance for credit losses since January 1, 2020, as permitted by the rules issued by the FRB. The impact of this increase will also be phased in over the three-year transition period. Reflecting the full impact of CECL as of Septemberboth March 2021 and December 2020 would not have had a material impact on GS Bank USA’s Standardized risk-based capital ratios.
The Standardized risk-based capital ratios increased from December 2019 to September 2020, reflecting a decrease in Credit RWAs and an increase in capital, principally due to net earnings, partially offset by an increase in Market RWAs. The Advanced risk-based capital ratios decreased from December 2019 to September 2020, reflecting increases in both Credit and Market RWAs, partially offset by an increase in capital, principally due to net earnings.
 
7977 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The Standardized and Advanced risk-based capital ratios decreased from December 2020 to March 2021, reflecting an increase in both Credit and Market RWAs, partially offset by an increase in capital, principally due to net earnings.
The table below presents information about GS Bank USA’s leverage ratios.
 
 
For the Three Months
Ended or as of
  
For the Three Months
Ended or as of
 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
Tier 1 capital
 
 
$  30,441
 
   $  29,176  
 
$  31,137
 
   $  30,656 
Average adjusted total assets
 
 
$288,159
 
   $220,974  
 
$283,449
 
   $283,869 
Total leverage exposure
 
 
$342,230
 
   $413,852  
 
$355,420
 
   $343,198 
Tier 1 leverage ratio
 
 
10.6%
 
   13.2%  
 
11.0%
 
   10.8% 
SLR
 
 
8.9%
 
   7.0%  
 
8.8%
 
   8.9% 
In the table above:
Average adjusted total assets represents the average daily assets for the quarter adjusted for deductions from Tier 1 capital, and the impact of CECL transition.
Average adjusted total assets represents the average daily assets for the quarter adjusted for deductions from Tier 1 capital, and for the three months ended September 2020, reflected the impact of CECL transition.
 
Total leverage exposure, for the three months ended September 2020, excluded average holdings of U.S. Treasury securities and average deposits at the Federal Reserve as permitted by the FRB. TheEffective April 1, 2021, the amendment permitting this exclusion expired and, as a result, the SLR for the three months ended June 2021 will not reflect the impact of thisthe temporary amendment was an increase into exclude the holdings of such assets. This temporary amendment had the effect of increasing GS Bank USA’s SLR by
approximately 2.4 
percentage points for both the three months ended SeptemberMarch 2021 and December 2020. This temporary amendment is effective through March 31, 2021.
 
Tier 1 leverage ratio is calculated as Tier 1 capital divided by average adjusted total assets.
 
SLR is calculated as Tier 1 capital divided by total leverage exposure.
The firm’s principal
non-U.S.
bank subsidiary,subsidiaries, GSIB and GSBE, are also subject to regulatory capital requirements. GSIB is a wholly-owned credit institution, regulated by the Prudential Regulation Authority (PRA) and the Financial Conduct Authority (FCA), and GSBE is subject todirectly supervised by the European Central Bank and additionally by BaFin and Deutsche Bundesbank in the context of the E.U. Single Supervisory Mechanism. As of both March 2021 and December 2020, GSIB and GSBE were in compliance with their regulatory capital requirements. As of both September 2020 and December 2019, GSIB was in compliance with its regulatory capital requirements.
Other.
The deposits of GS Bank USA are insured by the FDIC to the extent provided by law. The FRB requires that GS Bank USA maintain cash reserves with the Federal Reserve. As of both March 2021 and December 2020, the reserve requirement ratio was zero percent. The amount deposited by GS Bank USA at the Federal Reserve was $63.69$95.92 billion as of September 2020March 2021 and $50.55$52.71 billion as of December 2019, which exceeded required reserve amounts by $63.69 billion as of September 2020 (as the FRB reduced reserve requirement ratios to zero percent in 2020) and $50.29 billion as of December 2019.
2020.
Restrictions on Payments
Group Inc. may be limited in its ability to access capital held at certain subsidiaries as a result of regulatory, tax or other constraints. These limitations include provisions of applicable law and regulations and other regulatory restrictions that limit the ability of those subsidiaries to declare and pay dividends without prior regulatory approval. AsAlso, as a result of GS Bank USA’s election to exclude holdings of U.S. Treasury securities and deposits at the Federal Reserve from its total leverage exposure, any dividend by GS Bank USA during the period from July 1, 2020 through March 31, 2021 iswas subject to the prior approval of the FRB. Furthermore, the amount of dividends that may be paid by GS Bank USA
are
 limited to the lesser of the amounts calculated under a recent earnings test and an undivided profits test. The FRB, the FDIC and the NYDFS have authority to prohibit or to limit the payment of dividends by the banking organizations they supervise (including GS Bank USA) if, in the regulator’s opinion, payment of a dividend would constitute an unsafe or unsound practice in light of the financial condition of the banking organization.
In addition, subsidiaries not subject to separate regulatory capital requirements may hold capital to satisfy local tax and legal guidelines, rating agency requirements (for entities with assigned credit ratings) or internal policies, including policies concerning the minimum amount of capital a subsidiary should hold based on its underlying level of risk.
Group Inc.’s equity investment in subsidiaries was $99.52$106.06 billion as of September 2020March 2021 and $95.68$103.80 billion as of December 2019,2020, of which Group Inc. was required to maintain $60.88$68.96 billion as of September 2020March 2021 and $57.58$63.68 billion as of December 2019,2020, of minimum equity capital in its regulated subsidiaries in order to satisfy the regulatory requirements of such subsidiaries.
Group Inc.’s capital invested in certain
non-U.S.
subsidiaries is exposed to foreign exchange risk, substantially all of which is managed through a combination of derivatives and
non-U.S.
denominated debt. See Note 7 for information about the firm’s net investment hedges used to hedge this risk.
 
Goldman Sachs September 2020March 2021 Form 10-Q 8078

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Note 21.
Earnings Per Common Share
Basic earnings per common share (EPS) is calculated by dividing net earnings to common by the weighted average number of common shares outstanding and RSUs for which the delivery of the underlying common stock is not subject to satisfaction of future service or performance conditions (collectively, basic shares). Diluted EPS includes the determinants of basic EPS and, in addition, reflects the dilutive effect of the common stock deliverable for RSUs for which the delivery of the underlying common stock is subject to satisfaction of future service or performance conditions.
The table below presents information about basic and diluted EPS.
 
 Three Months
Ended September
   Nine Months
Ended September
  
Three Months
Ended March
 
 
in millions, except per share amounts
 
 
2020
 
   2019       
 
2020
 
   2019  
 
2021
 
   2020 
Net earnings to common
 
 
$3,233
 
   $1,793    
 
$4,553
 
   $6,173  
 
$6,711
 
   $1,123 
Weighted average basic shares
 
 
355.9
 
   370.0   
 
356.5
 
   374.7  
 
356.6
 
   358.0 
Effect of dilutive RSUs
 
 
4.0
 
   4.3    
 
3.5
 
   3.5  
 
4.3
 
   3.1 
Weighted average diluted shares
 
 
359.9
 
   374.3    
 
360.0
 
   378.2  
 
360.9
 
   361.1 
Basic EPS
 
 
$  9.07
 
   $  4.83   
 
$12.71
 
   $16.43  
 
$18.80
 
   $  3.12 
Diluted EPS
 
 
$  8.98
 
   $  4.79    
 
$12.65
 
   $16.32  
 
$18.60
 
   $  3.11 
In the table above:
 
Net earnings to common represents net earnings applicable to common shareholders, which is calculated as net earnings less preferred stock dividends.
 
Unvested share-based awards that have
non-forfeitable
rights to dividends or dividend equivalents are treated as a separate class of securities under the
two-class
method. Distributed earnings allocated to these securities reduce net earnings to common to calculate EPS under this method. The impact of applying this methodology was a reduction in basic EPS of $0.01$0.02 for both the three months ended September 2020, $0.02 for the three months ended September 2019, $0.06 for the nine months ended September 2020March 2021 and $0.04 for the nine months ended September 2019.March 2020.
 
Diluted EPS does not include antidilutive RSUs of
less than approximately
0.1 
million for
each of
both the three
months ended September 2020, three months ended September 2019March 2021 and March 2020.
and nine months ended September 
2019
, and 0.1 million for the nine months ended September 20
20
.
Note 22.
Transactions with Affiliated Funds
The firm has formed nonconsolidated investment funds with third-party investors. As the firm generally acts as the investment manager for these funds, it is entitled to receive management fees and, in certain cases, advisory fees or incentive fees from these funds. Additionally, the firm invests alongside the third-party investors in certain funds.
The tables below present information about affiliated funds.
 
 Three Months
Ended September
   Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
     2019       
 
2020
 
   2019  
 
2021
 
   2020 
Fees earned from funds
 
 
$816
 
     $739    
 
$2,541
 
   $2,181  
 
$
  
 818
 
   $   921 
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
  December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
Fees receivable from funds
 
 
$  
 
901
 
 $   780  
 
$
  
 824
 
   $   803 
Aggregate carrying value of interests in funds
 
 
$4,875
 
 $5,490  
 
$5,210
 
   $5,068 
The firm may periodically determine to waive certain management fees on selected money market funds. Management fees waived were $26$105 million for the three months ended September 2020, $11March 2021 and $12 million for the three months ended September 2019, $57 million for the nine months ended September 2020 and $32 million for the nine months ended September 2019.March 2020.
The Volcker Rule restricts the firm from providing financial support to covered funds (as defined in the rule) after the expiration of the conformance period. As a general matter, in the ordinary course of business, the firm does not expect to provide additional voluntary financial support to any covered funds, but may choose to do so with respect to funds that are not subject to the Volcker Rule. However, any such support is not expected to be material to the results of operations of the firm.
In March 2020, GS Bank USA and unaffiliated entities purchased certificates of deposit and commercial paper from two money market funds managed by the firm. These funds are not covered funds under the Volcker Rule. GS Bank USA’s purchase price of these securities was $1.84 
billion, of which $439 million wasNaN were outstanding as of SeptemberMarch 2021 and $321 million were outstanding as of December 2020. These purchases were made to promote liquidity in the short-term credit markets and to increase the funds’ weekly liquid assets. These securities are included within investments in the consolidated balance sheets. Group Inc. has provided a guarantee to GS Bank USA in connection with these securities. See Note 18 for information about guarantees provided by Group Inc. to subsidiaries.
81Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
In addition, theThe firm had an outstanding guarantee, as permitted under the Volcker Rule, on behalf of its funds of $87 million as of both September 2020March 2021 and December 2019.2020. The firm has voluntarily provided this guarantee in connection with a financing agreement with a third-party lender executed by one of the firm’s real estate funds that is not covered by the Volcker Rule. As of and during September 2020 and December 2019, exceptExcept as noted above, the firm has not provided any additional financial support to its affiliated funds.funds during both the three months ended March 2021 and the year ended December 2020.
In addition, in the ordinary course of business, the firm may also engage in other activities with its affiliated funds, including, among others, securities lending, trade execution, market-making, custody, and acquisition and bridge financing. See Note 18 for information about the firm’s investment commitments related to these funds.
79Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Note 23.
Interest Income and Interest Expense
Interest is recorded over the life of the instrument on an accrual basis based on contractual interest rates.
The table below presents sources of interest income and interest expense.
 
 Three Months
Ended September
   Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019       
 
2020
 
   2019  
 
2021
 
   2020 
Deposits with banks
 
 
$  
 
  11
 
 $   287   
 
$    
 
234
 
   $     981  
 
$
  
    (3
   $   205 
Collateralized agreements
 
 
(67
 1,100   
 
451
 
   3,705  
 
(181
   534 
Trading assets
 
 
1,176
 
 1,472   
 
4,006
 
   4,390  
 
1,193
 
   1,573 
Investments
 
 
404
 
 340   
 
1,196
 
   1,052  
 
507
 
   471 
Loans
 
 
1,153
 
 1,379   
 
3,691
 
   4,075  
 
1,220
 
   1,316 
Other interest
 
 
255
 
 881    
 
1,138
 
   2,613  
 
318
 
   651 
Total interest income
 
 
2,932
 
 5,459    
 
10,716
 
   16,816  
 
3,054
 
   4,750 
Deposits
 
 
505
 
 945   
 
1,982
 
   2,689  
 
343
 
   818 
Collateralized financings
 
 
50
 
 710   
 
570
 
   2,130  
 
(17
   448 
Trading liabilities
 
 
345
 
 254   
 
931
 
   935  
 
373
 
   314 
Short-term borrowings
 
 
124
 
 190   
 
423
 
   500  
 
158
 
   141 
Long-term borrowings
 
 
981
 
 1,321   
 
3,217
 
   4,119  
 
893
 
   1,105 
Other interest
 
 
(157
 1,031    
 
252
 
   3,146  
 
(178
   611 
Total interest expense
 
 
1,848
 
 4,451    
 
7,375
 
   13,519  
 
1,572
 
   3,437 
Net interest income
 
 
$1,084
 
 $1,008    
 
$  3,341
 
   $  3,297  
 
$1,482
 
   $1,313 
In the table above:
 
Collateralized agreements includes rebates paid and interest income on securities borrowed.
 
Loans excludes interest on loans held for sale that are accounted for at the lower of cost or fair value. Such interest is included within other interest.
 
Other interest income includes interest income on customer debit balances, other interest-earning assets and loans held for sale that are accounted for at the lower of cost or fair value.
 
Collateralized financings consists of repurchase agreements and securities loaned.
Short- and long-term borrowings include both secured and unsecured borrowings.
 
Other interest expense includes rebates received on other interest-bearing liabilities and interest expense on customer credit balances.
Note 24.
Income Taxes
Provision for Income Taxes
Income taxes are provided for using the asset and liability method under which deferred tax assets and liabilities are recognized for temporary differences between the financial reporting and tax bases of assets and liabilities. The firm reports interest expense related to income tax matters in provision for taxes and income tax penalties in other expenses.
Deferred Income Taxes
Deferred income taxes reflect the net tax effects of temporary differences between the financial reporting and tax bases of assets and liabilities. These temporary differences result in taxable or deductible amounts in future years and are measured using the tax rates and laws that will be in effect when such differences are expected to reverse. Valuation allowances are established to reduce deferred tax assets to the amount that more likely than not will be realized and primarily relate to the ability to utilize losses in various tax jurisdictions. Tax assets are included in other assets and tax liabilities are included in other liabilities.
Unrecognized Tax Benefits
The firm recognizes tax positions in the consolidated financial statements only when it is more likely than not that the position will be sustained on examination by the relevant taxing authority based on the technical merits of the position. A position that meets this standard is measured at the largest amount of benefit that will more likely than not be realized on settlement. A liability is established for differences between positions taken in a tax return and amounts recognized in the consolidated financial statements.
Regulatory Tax Examinations
The firm is subject to examination by the U.S. Internal Revenue Service (IRS) and other taxing authorities in jurisdictions where the firm has significant business operations, such as the United Kingdom, Japan, Hong Kong and various states, such as New York. The tax years under examination vary by jurisdiction. The firm does not expect completion of these audits to have a material impact on the firm’s financial condition, but it may be material to operating results for a particular period, depending, in part, on the operating results for that period.
 
Goldman Sachs September 2020March 2021 Form 10-Q 8280

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
The table below presents the earliest tax years that remain subject to examination by major jurisdiction.
 
Jurisdiction
 
 
As of
September 2020March 2021
 
U.S. Federal
 
 
2011
 
New York State
2011
New York and City
 
 
2015
 
United Kingdom
 
 
2017
 
Japan
 
 
2015
 
Hong Kong
 
 
2014
 
The firm has been accepted into the Compliance Assurance Process program by the IRS for each of the tax years from 2013 through 2020.2021. This program allows the firm to work with the IRS to identify and resolve potential U.S. Federal tax issues before the filing of tax returns. The fieldwork for tax years 2011 through 2017 has been completed. Duringcompleted and the first nine months of 2020, the firm reached an agreement with the IRS on certain items related to tax years through 2017, which did not have a material impact on the effective tax rate. The final resolution of the audit for tax years 2011 through 2017 is not expected to have a material impact on the effective tax rate. The 2018 and 2019 tax years remain subject to post-filing review.
New York State examinations (excluding GS Bank USA) of 2011 through 2014 began in 2017. During the first nine months of 2020, New York City’s examination of the tax years 2011 through 2014 was completed. The resolution of this examination did not have a material impact on the effective tax rate. New York State and City examinations for GS Bank USA have been completedof 2015 through 2014.2018 commenced during the first quarter of 2021.
All years, including and subsequent to the years in the table above, remain open to examination by the taxing authorities. The firm believes that the liability for unrecognized tax benefits it has established is adequate in relation to the potential for additional assessments.
Note 25.
Business Segments
The firm reports its activities in four business segments: Investment Banking, Global Markets, Asset Management and Consumer & Wealth Management. See Note 1 for information about the firm’s business segments.
Compensation and benefits expenses in the firm’s segments reflect, among other factors, the overall performance of the firm, as well as the performance of individual businesses. Consequently,
pre-tax
margins in one segment of the firm’s business may be significantly affected by the performance of the firm’s other business segments.
The firm allocates assets (including allocations of global core liquid assets and cash, secured client financing and other assets), revenues and expenses among the four business segments. Due to the integrated nature of these segments, estimates and judgments are made in allocating certain assets, revenues and expenses. The allocation process is based on the manner in which management currently views the performance of the segments.
The allocation of common shareholders’ equity and preferred stock dividends to each segment is based on the estimated amount of equity required to support the activities of the segment under relevant regulatory capital requirements.
Net earnings for each segment is calculated by applying the firmwide tax rate to each segment’s
pre-tax
earnings.
Management believes that this allocation provides a reasonable representation of each segment’s contribution to consolidated net earnings to common, return on average common equity and total assets. Transactions between segments are based on specific criteria or approximate third-party rates.
 
8381 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Segment Results
The table below presents a summary of the firm’s segment results.
 
 
Three Months
Ended September
   
Nine Months
Ended September
  
Three Months
Ended March
 
 
$ in millions
 
 
2020
 
 2019       
 
2020
 
 2019  
 
2021
 
   2020 
Investment Banking
         
Non-interest
revenues
 
 
$  1,904
 
 $  1,698   
 
$  6,614
 
 $  5,157  
 
$  3,671
 
   $  2,046 
Net interest income
 
 
65
 
 143    
 
196
 
 378  
 
100
 
   138 
Total net revenues
 
 
1,969
 
 1,841   
 
6,810
 
 5,535  
 
3,771
 
   2,184 
Provision for credit losses
 
 
171
 
 91   
 
1,612
 
 258  
 
(163
   622 
Operating expenses
 
 
1,067
 
 972    
 
4,940
 
 3,027  
 
1,863
 
   1,169 
Pre-tax
earnings
 
 
$    
 
731
 
 $     778   
 
$    
 
258
 
 $  2,250  
 
$  2,071
 
   $    
    
393
 
Net earnings
 
 
$    
 
469
 
 $     607   
 
$    
 
184
 
 $  1,784  
 
$  1,698
 
   $    
    
354
 
Net earnings to common
 
 
$    
 
452
 
 $     597   
 
$    
 
133
 
 $  1,738  
 
$  1,679
 
   $    
    
343
 
Average common equity
 
 
$11,271
 
 $12,471   
 
$11,251
 
 $11,166  
 
$10,564
 
   $11,308 
Return on average common equity
 
 
16.0%
 
 19.1%    
 
1.6%
 
 20.8%  
 
63.6%
 
   12.1% 
Global Markets
          
Non-interest
revenues
 
 
$  4,093
 
 $  3,227   
 
$15,292
 
 $  9,943  
 
$  7,020
 
   $  4,652 
Net interest income
 
 
460
 
 316    
 
1,600
 
 1,356  
 
561
 
   511 
Total net revenues
 
 
4,553
 
 3,543   
 
16,892
 
 11,299  
 
7,581
 
   5,163 
Provision for credit losses
 
 
(15
 16   
 
236
 
 15  
 
(20
   68 
Operating expenses
 
 
2,542
 
 2,377    
 
10,568
 
 7,810  
 
4,185
 
   2,847 
Pre-tax
earnings
 
 
$  2,026
 
 $  1,150   
 
$  6,088
 
 $  3,474  
 
$  3,416
 
   $  2,248 
Net earnings
 
 
$  1,904
 
 $     895   
 
$  4,346
 
 $  2,753  
 
$  2,801
 
   $  2,023 
Net earnings to common
 
 
$  1,816
 
 $     839   
 
$  4,085
 
 $  2,499  
 
$  2,730
 
   $  1,964 
Average common equity
 
 
$39,960
 
 $38,847   
 
$40,542
 
 $40,670  
 
$41,044
 
   $39,797 
Return on average common equity
 
 
18.2%
 
 8.6%    
 
13.4%
 
 8.2%  
 
26.6%
 
   19.7% 
Asset Management
          
Non-interest
revenues
 
 
$  2,717
 
 $  1,497   
 
$  4,626
 
 $  5,616  
 
$  4,431
 
   $
  
    
  (267
Net interest income
 
 
51
 
 124    
 
147
 
 346  
 
183
 
   171 
Total net revenues
 
 
2,768
 
 1,621   
 
4,773
 
 5,962  
 
4,614
 
   (96
Provision for credit losses
 
 
70
 
 81   
 
420
 
 154  
 
53
 
   79 
Operating expenses
 
 
1,358
 
 1,176    
 
3,888
 
 3,526  
 
1,890
 
   1,198 
Pre-tax
earnings
 
 
$  1,340
 
 $     364   
 
$    
 
465
 
 $  2,282 
Net earnings
 
 
$    
 
858
 
 $     278   
 
$    
 
332
 
 $  1,809 
Net earnings to common
 
 
$    
 
839
 
 $     264   
 
$    
 
273
 
 $  1,753 
Pre-tax
earnings/(loss)
 
 
$  2,671
 
   $
  
(1,373
Net earnings/(loss)
 
 
$  2,190
 
   $
  
(1,236
Net earnings/(loss) to common
 
 
$  2,165
 
   $
  
(1,250
Average common equity
 
 
$19,989
 
 $22,320   
 
$20,332
 
 $21,199  
 
$24,604
 
   $21,156 
Return on average common equity
 
 
16.8%
 
 4.7%    
 
1.8%
 
 11.0%  
 
35.2%
 
   (23.6)% 
Consumer & Wealth Management
Consumer & Wealth Management
 
         
Non-interest
revenues
 
 
$    
 
983
 
 $     893   
 
$  2,946
 
 $  2,578  
 
$  1,100
 
   $  
    
  999
 
Net interest income
 
 
508
 
 425    
 
1,398
 
 1,217  
 
638
 
   493 
Total net revenues
 
 
1,491
 
 1,318   
 
4,344
 
 3,795  
 
1,738
 
   1,492 
Provision for credit losses
 
 
52
 
 103   
 
537
 
 302  
 
60
 
   168 
Operating expenses
 
 
1,237
 
 1,091    
 
3,680
 
 3,237  
 
1,499
 
   1,244 
Pre-tax
earnings
 
 
$    
 
202
 
 $     124   
 
$    
 
127
 
 $     256  
 
$    
    
179
 
   $    
    
  80
 
Net earnings
 
 
$    
 
136
 
 $       97   
 
$    
 
  91
 
 $     203  
 
$    
    
147
 
   $    
    
  72
 
Net earnings to common
 
 
$    
 
126
 
 $       93   
 
$    
 
  62
 
 $     183  
 
$    
    
137
 
   $  
    
    66
 
Average common equity
 
 
$  8,519
 
 $  6,213   
 
$  7,715
 
 $  6,027  
 
$10,244
 
   $  7,002 
Return on average common equity
 
 
5.9%
 
 6.0%    
 
1.1%
 
 4.0%  
 
5.3%
 
   3.8% 
Total
          
Non-interest
revenues
 
 
$  9,697
 
 $  7,315   
 
$29,478
 
 $23,294  
 
$16,222
 
   $  7,430 
Net interest income
 
 
1,084
 
 1,008    
 
3,341
 
 3,297  
 
1,482
 
   1,313 
Total net revenues
 
 
10,781
 
 8,323   
 
32,819
 
 26,591  
 
17,704
 
   8,743 
Provision for credit losses
 
 
278
 
 291   
 
2,805
 
 729  
 
(70
   937 
Operating expenses
 
 
6,204
 
 5,616    
 
23,076
 
 17,600  
 
9,437
 
   6,458 
Pre-tax
earnings
 
 
$  4,299
 
 $  2,416   
 
$  6,938
 
 $  8,262  
 
$  8,337
 
   $  1,348 
Net earnings
 
 
$  3,367
 
 $  1,877   
 
$  4,953
 
 $  6,549  
 
$  6,836
 
   $  1,213 
Net earnings to common
 
 
$  3,233
 
 $  1,793   
 
$  4,553
 
 $  6,173  
 
$  6,711
 
   $  1,123 
Average common equity
 
 
$79,739
 
 $79,851   
 
$79,840
 
 $79,062  
 
$86,456
 
   $79,263 
Return on average common equity
 
 
16.2%
 
 9.0%    
 
7.6%
 
 10.4%  
 
31.0%
 
   5.7% 
In the table above:
 
Revenues and expenses directly associated with each segment are included in determining
pre-tax
earnings.
 
Net revenues in the firm’s segments include allocations of interest income and expense to specific positions in relation to the cash generated by, or funding requirements of, such positions. Net interest is included in segment net revenues as it is consistent with how management assesses segment performance.
Total operating expenses included net provisions for litigation and regulatory proceedings of $3.40 billion for the nine months ended September 2020, primarily reflected in Investment Banking and Global Markets.
 
Overhead expenses not directly allocable to specific segments are allocated ratably based on direct segment expenses.
The allocation of common equity among the firm’s segments for the first quarter of 2021 reflected updates to the firm’s attributed equity framework (effective January 1, 2021) to incorporate the impact of the SCB
r
ule and the firm’s SCB of 6.6%, which became effective on October 1, 2020 under the Standardized Approach. The
average
common equity balances above incorporate such impact, as well as the changes in the size and composition of assets held in each of the firm’s segments that occurred during the first quarter of 2021.
The table below presents depreciation and amortization expense by segment.
 
  
Three Months
Ended September
    
Nine Months
Ended September
 
$ in millions
 
 
2020
 
     2019       
 
2020
 
   2019 
Investment Banking
 
 
$  46
 
     $  33   
 
$  
 
128
 
   $     93 
Global Markets
 
 
160
 
     168   
 
440
 
   475 
Asset Management
 
 
170
 
     185   
 
553
 
   468 
Consumer & Wealth Management
 
 
92
 
     87    
 
283
 
   204 
Total
 
 
$468
 
     $473    
 
$1,404
 
   $1,240 
Segment Assets
The table below presents assets by segment.
 As of  
Three Months
Ended March
 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
2021
 
   2020 
Investment Banking
 
 
$  
 
118,309
 
   $  92,009  
 
$  48
 
   $  39 
Global Markets
 
 
818,255
 
   725,060  
 
168
 
   133 
Asset Management
 
 
94,897
 
   92,102  
 
190
 
   170 
Consumer & Wealth Management
 
 
100,598
 
   83,797  
 
92
 
   95 
Total
 
 
$1,132,059
 
   $992,968  
 
$498
 
   $437 
Goldman Sachs September 2020March 2021 Form 10-Q 8482

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Segment Assets
The table below presents assets by segment.
  As of 
   
$ in millions
 
 
March
2021
 
 
   December
2020
  
Investment Banking
 
 
$  
    
130,664
 
   $  
    
116,242
 
Global Markets
 
 
972,275
 
   844,606 
Asset Management
 
 
89,694
 
   95,751 
Consumer & Wealth Management
 
 
108,915
 
   106,429 
Total
 
 
$1,301,548
 
   $1,163,028 
The table below presents gross loans by segment and loan type.
  As of 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
Corporate
 
 
$  31,548
 
   $  27,035 
Investment Banking
 
 
31,548
 
   27,035 
 
Corporate
 
 
11,860
 
   11,852 
Real estate
 
 
14,134
 
   15,671 
Other
 
 
3,451
 
   3,756 
Global Markets
 
 
29,445
 
   31,279 
 
Corporate
 
 
8,057
 
   7,420 
Real estate
 
 
8,948
 
   9,030 
Other
 
 
703
 
   1,036 
Asset Management
 
 
17,708
 
   17,486 
 
Wealth management
 
 
29,836
 
   27,940 
Installment
 
 
4,112
 
   4,747 
Credit cards
 
 
2,908
 
   1,858 
Consumer & Wealth Management
 
 
36,856
 
   34,545 
Total loans
 
 
$115,557
 
   $110,345 
The table below presents thetype, and allowance for loan losses by segment.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
 
 
Investment Banking
 
 
$    1,413
 
   $       470      
Corporate
 
 
$  
    
  26,028
 
   $  
    
  27,866
 
Loans, gross
 
 
26,028
 
   27,866 
Allowance for loan losses
 
 
(1,118
   (1,322
Loans
 
 
24,910
 
   26,544 
Global Markets
 
 
403
 
   168      
Corporate
 
 
13,779
 
   13,248 
Real estate
 
 
20,423
 
   16,915 
Other
 
 
3,776
 
   3,499 
Loans, gross
 
 
37,978
 
   33,662 
Allowance for loan losses
 
 
(439
   (448
Loans
 
 
37,539
 
   33,214 
Asset Management
 
 
742
 
   385      
Corporate
 
 
7,688
 
   7,545 
Real estate
 
 
9,049
 
   9,125 
Other
 
 
674
 
   675 
Loans, gross
 
 
17,411
 
   17,345 
Allowance for loan losses
 
 
(826
   (787
Loans
 
 
16,585
 
   16,558 
Consumer & Wealth Management
 
 
1,156
 
   418      
Wealth management
 
 
35,506
 
   33,023 
Installment
 
 
3,477
 
   3,823 
Credit cards
 
 
4,376
 
   4,270 
Loans, gross
 
 
43,359
 
   41,116 
Allowance for loan losses
 
 
(1,132
   (1,317
Loans
 
 
42,227
 
   39,799 
Total
 
 
$    3,714
 
   $    1,441      
Loans, gross
 
 
124,776
 
   119,989 
Allowance for loan losses
 
 
(3,515
   (3,874
Loans
 
 
$  
    
121,261
 
   $  
    
116,115
 
See Note 9 for further information about loans.
Geographic Information
Due to the highly integrated nature of international financial markets, the firm manages its businesses based on the profitability of the enterprise as a whole. The methodology for allocating profitability to geographic regions is dependent on estimates and management judgment because a significant portion of the firm’s activities require cross-border coordination in order to facilitate the needs of the firm’s clients. Geographic results are generally allocated as follows:
 
Investment Banking: location of the client and investment banking team.
 
Global Markets: FICC and Equities intermediation: location of the market-making desk; FICC and Equities financing (excluding prime brokerage financing): location of the desk; prime brokerage financing: location of the primary market for the underlying security.
 
Asset Management (excluding Equity investments and Lending and debt investments): location of the sales team; Equity investments: location of the investment; Lending and debt investments: location of the client.
 
Consumer & Wealth Management: Wealth management:manageme
n
t: location of the sales team; Consumer banking: location of the client.
The table below presents total net revenues and
pre-tax
earnings by geographic region.
 
$ in millions
 
 
2020
 
  2019  
 
2021
 
   2020 
Three Months Ended September
    
Three Months Ended March
           
Americas
 
 
$  6,873
 
 
 
64%
 
 $  4,941  59%  
 
$10,825
 
  
 
61%
 
   $5,171    59% 
EMEA
 
 
2,470
 
 
 
23%
 
 2,329  28%  
 
4,713
 
  
 
27%
 
   2,108    24% 
Asia
 
 
1,438
 
 
 
13%
 
 1,053  13%  
 
2,166
 
  
 
12%
 
   1,464    17% 
Total net revenues
 
 
$10,781
 
 
 
100%
 
 $  8,323  100%  
 
$17,704
 
  
 
100%
 
   $8,743    100% 
Americas
 
 
$  2,926
 
 
 
68%
 
 $  1,164  48%  
 
$  5,015
 
  
 
60%
 
   $  
    
551
    41% 
EMEA
 
 
935
 
 
 
22%
 
 948  39%  
 
2,415
 
  
 
29%
 
   436    32% 
Asia
 
 
438
 
 
 
10%
 
 304  13%  
 
907
 
  
 
11%
 
   361    27% 
Total
pre-tax
earnings
 
 
$  4,299
 
 
 
100%
 
 $  2,416  100%  
 
$  8,337
 
  
 
100%
 
   $1,348    100% 
Nine Months Ended September
    
Americas
 
 
$20,333
 
 
 
62%
 
 $15,838  60% 
EMEA
 
 
8,031
 
 
 
24%
 
 7,477  28% 
Asia
 
 
4,455
 
 
 
14%
 
 3,276  12% 
Total net revenues
 
 
$32,819
 
 
 
100%
 
 $26,591  100% 
Americas
 
 
$  5,330
 
 
 
77%
 
 $  4,444  54% 
EMEA
 
 
1,937
 
 
 
28%
 
 2,855  34% 
Asia
 
 
(329
 
 
(5)%
 
 963  12% 
Total
pre-tax
earnings
 
 
$  6,938
 
 
 
100%
 
 $  8,262  100% 
In the table above:
 
Asia
pre-tax
earnings for the nine months ended September 2020 were impacted by net provisions for litigation and regulatory proceedings.
Results
Substantially all of the amounts in Americas were
primarily
attributable to the U.S.
 
Asia includes Australia and New Zealand.
83Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Note 26.
Credit Concentrations
The firm’s concentrations of credit risk arise from its market making, client facilitation, investing, underwriting, lending and collateralized transactions, and cash management activities, and may be impacted by changes in economic, industry or political factors. These activities expose the firm to many different industries and counterparties, and may also subject the firm to a concentration of credit risk to a particular central bank, counterparty, borrower or issuer, including sovereign issuers, or to a particular clearing house or exchange. The firm seeks to mitigate credit risk by actively monitoring exposures and obtaining collateral from counterparties as deemed appropriate.
The firm measures and monitors its credit exposure based on amounts owed to the firm after taking into account risk mitigants that the firm considers when determining credit risk. Such risk mitigants include netting and collateral arrangements and economic hedges, such as credit derivatives, futures and forward contracts. Netting and collateral agreements permit the firm to offset receivables and payables with such counterparties and/or enable the firm to obtain collateral on an upfront or contingent basis.
85Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The table below presents the credit concentrations included in trading cash instruments and investments.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
U.S. government and agency obligations
 
 
$180,041
 
   $167,097  
 
$141,318
 
   $187,009 
Percentage of total assets
 
 
15.9%
 
   16.8%  
 
10.9%
 
   16.1% 
Non-U.S.
government and agency obligations
 
 
$  71,140
 
   $  44,875  
 
$  70,636
 
   $  59,580 
Percentage of total assets
 
 
6.3%
 
   4.5%  
 
5.4%
 
   5.1% 
In addition, the firm had $117.30$152.99 billion as of September 2020March 2021 and $96.97$116.63 billion as of December 20192020 of cash deposits held at central banks (included in cash and cash equivalents), of which $63.69$95.92 billion as of September 2020March 2021 and $50.55$52.71 billion as of December 20192020 was held at the Federal Reserve.
As of both September 2020March 2021 and December 2019,2020, the firm did not have credit exposure to any other counterparty that exceeded 2% of total assets.
Collateral obtained by the firm related to derivative assets is principally cash and is held by the firm or a third-party custodian. Collateral obtained by the firm related to resale agreements and securities borrowed transactions is primarily U.S. government and agency obligations and
non-U.S.
government and agency obligations. See Note 11 for further information about collateralized agreements and financings.
The table below presents U.S. government and agency obligations and
non-U.S.
government and agency obligations that collateralize resale agreements and securities borrowed transactions.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   December
2019
 
 
 
 
March
2021
 
 
   December
2020
  
U.S. government and agency obligations
 
 
$
 
 
56,896
 
   $
 
 
49,396
  
 
$83,895
 
   $60,158 
Non-U.S.
government and agency obligations
 
 
$
 
 
60,885
 
   $
 
 
55,889
  
 
$84,563
 
   $68,001 
In the table above:
 
Non-U.S.
government and agency obligations primarily consists of securities issued by the governments of the U.K. and Japan.
 
Given that the firm’s primary credit exposure on such transactions is to the counterparty to the transaction, the firm would be exposed to the collateral issuer only in the event of counterparty default.
Note 27.
Legal Proceedings
The firm is involved in a number of judicial, regulatory and arbitration proceedings (including those described below) concerning matters arising in connection with the conduct of the firm’s businesses. Many of these proceedings are in early stages, and many of these cases seek an indeterminate amount of damages.
Under ASC 450, an event is “reasonably possible” if “the chance of the future event or events occurring is more than remote but less than likely” and an event is “remote” if “the chance of the future event or events occurring is slight.” Thus, references to the upper end of the range of reasonably possible loss for cases in which the firm is able to estimate a range of reasonably possible loss mean the upper end of the range of loss for cases for which the firm believes the risk of loss is more than slight.
Goldman Sachs March 2021 Form 10-Q84

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
With respect to matters described below for which management has been able to estimate a range of reasonably possible loss where (i) actual or potential plaintiffs have claimed an amount of money damages, (ii) the firm is being, or threatened to be, sued by purchasers in a securities offering and is not being indemnified by a party that the firm believes will pay the full amount of any judgment, or (iii) the purchasers are demanding that the firm repurchase securities, management has estimated the upper end of the range of reasonably possible loss as being equal to (a) in the case of (i), the amount of money damages claimed, (b) in the case of (ii), the difference between the initial sales price of the securities that the firm sold in such offering and the estimated lowest subsequent price of such securities prior to the action being commenced and (c) in the case of (iii), the price that purchasers paid for the securities less the estimated value, if any, as of September 2020March 2021 of the relevant securities, in each of cases (i), (ii) and (iii), taking into account any other factors believed to be relevant to the particular matter or matters of that type. As of the date hereof, the firm has estimated the upper end of the range of reasonably possible aggregate loss for such matters and for any other matters described below where management has been able to estimate a range of reasonably possible aggregate loss to be approximately $0.9$1.0 billion in excess of the aggregate reserves for such matters.
Goldman Sachs September 2020 Form 10-Q86

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Management is generally unable to estimate a range of reasonably possible loss for matters other than those included in the estimate above, including where (i) actual or potential plaintiffs have not claimed an amount of money damages, except in those instances where management can otherwise determine an appropriate amount, (ii) matters are in early stages, (iii) matters relate to regulatory investigations or reviews, except in those instances where management can otherwise determine an appropriate amount, (iv) there is uncertainty as to the likelihood of a class being certified or the ultimate size of the class, (v) there is uncertainty as to the outcome of pending appeals or motions, (vi) there are significant factual issues to be resolved, and/or (vii) there are novel legal issues presented. For example, the firm’s potential liabilities with respect to the investigations and reviews described below in “Regulatory Investigations and Reviews and Related Litigation” generally are not included in management’s estimate of reasonably possible loss. However, management does not believe, based on currently available information, that the outcomes of such other matters will have a material adverse effect on the firm’s financial condition, though the outcomes could be material to the firm’s operating results for any particular period, depending, in part, upon the operating results for such period. See Note 18 for further information about mortgage-related contingencies.
1MDB-Related Matters
Between 2012 and 2013, subsidiaries of the firm acted as arrangers or purchasers of approximately $6.5 billion of debt securities of 1MDB.
On November 1, 2018, the U.S. Department of Justice (DOJ) unsealed a criminal information and guilty plea by Tim Leissner, a former participating managing director of the firm, and an indictment against Ng Chong Hwa, a former managing director of the firm, and Low Taek Jho. Leissner pleaded guilty to a
two-count
criminal information charging him with conspiring to launder money and conspiring to violate the U.S. Foreign Corrupt Practices Act’s (FCPA) anti-bribery and internal accounting controls provisions. Low and Ng were charged in a three-count indictment with conspiring to launder money and conspiring to violate the FCPA’s anti-bribery provisions. On August 28, 2018, Leissner’s guilty plea was accepted by the U.S. District Court for the Eastern District of New York and Leissner was adjudicated guilty on both counts. Ng was also charged in this indictment with conspiring to violate the FCPA’s internal accounting controls provisions. On May 6, 2019, Ng pleaded not guilty to the DOJ’s criminal charges. On February 4, 2020, the FRB disclosed that Andrea Vella, a former participating managing director whom the DOJ had previously referred to as an unindicted
co-conspirator,
had agreed, without admitting or denying the FRB’s allegations, to a consent order that prohibited him from participating in the banking industry. No other penalties were imposed by the consent order.
On December 17, 2018, the Attorney General of Malaysia filed criminal charges in Malaysia against GSI, as the arranger of three offerings of debt securities of 1MDB, aggregating approximately $6.5 billion in principal amount, for alleged disclosure deficiencies in the offering documents relating to, among other things, the use of proceeds for the debt securities, as well as against Goldman Sachs (Asia) LLC (GS Asia) and Goldman Sachs (Singapore) PTE (GS Singapore). Criminal charges have also been filed against Leissner, Low, Ng and Jasmine Loo Ai Swan. In a related press release, the Attorney General of Malaysia indicated that prosecutors in Malaysia will seek criminal fines against the accused in excess of $2.7 billion plus the $600 million of fees received in connection with the debt offerings. On August 9, 2019, the Attorney General of Malaysia announced that criminal charges had also been filed against seventeen current and former directors of GSI, GS Asia and GS Singapore (together with the criminal charges against GSI, GS Asia and GS Singapore, the Malaysian Criminal Proceedings).
The Malaysia Securities Commission (MSC) issued notices to show cause against Goldman Sachs (Malaysia) Sdn Bhd (GS Malaysia) in December 2018 and March 2019 that (i) allege possible violations of Malaysian securities laws and (ii) indicate that the MSC is considering whether to revoke GS Malaysia’s license to conduct corporate finance and fund management activities in Malaysia.
On August 18, 2020, the firm announced that it entered into a settlement agreement with the Government of Malaysia to resolve all the criminal and regulatory proceedings in Malaysia involving the firm, including the Malaysian Criminal Proceedings and the MSC’s notices to show cause. The agreement involves the payment to the Government of Malaysia of $2.5 billion andwhich includes a guarantee that the Government of Malaysia receives at least $1.4 billion in assets and proceeds from assets seized by governmental authorities around the world related to 1MDB. In addition, the Government of Malaysia agreed to withdraw the Malaysian Criminal Proceedings and agreed that no further charges would be brought against Group Inc., its affiliates and subsidiaries, or any of their directors and officers (excluding Leissner and Ng) related to 1MDB. The firm has paid the $2.5 billion to the Government of Malaysia and the Malaysian Criminal Proceedings have been withdrawn.
87Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
On October 22, 2020, the firm announced that it reached settlements of governmental and regulatory investigations relating to 1MDB with the DOJ, the SEC, the FRB, the NYDFS, the FCA, the PRA, the Singapore Attorney General’s Chambers, the Singapore Commercial Affairs Department, the Monetary Authority of Singapore and the Hong Kong Securities and Futures Commission. Group Inc. entered into a three-year deferred prosecution agreement with the DOJ, in which a charge against the firm, one count of conspiracy to violate the FCPA, was filed and will later be dismissed if the firm abides by the terms of the agreement. In addition, GS Malaysia pleaded guilty to one count of conspiracy to violate the FCPA. The firm will pay total penalties, after crediting, of approximately $2.6 billion in connection with the settlements. A separate obligation to pay $606 million in disgorgement has been credited and satisfied as a result of the firm’s earlier settlement with the Government of Malaysia, described above. This brings the total payments in connection with governmental and regulatory settlements relating to 1MDB to an aggregate of approximately $5.1 billion.
The firm has been working to secure necessary exemptions and authorizations from regulators so that thethese settlements announced on October 22, 2020, do not impact the firm’s activities or the services that it provides to clients. TheIn October 2020, the firm has already submitted its application to the U.S. Department of Labor (DOL) to maintain its status as a qualified professional asset manager (QPAM), and in January 2021 the DOL published for public comment a notice of proposed exemption. The firm expects to obtain the exemption before the sentencing of GS Malaysia.
85Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The firm has received multiple demands, beginning in November 2018, from alleged shareholders under Section 220 of the Delaware General Corporation Law for books and records relating to, among other things, the firm’s involvement with 1MDB and the firm’s compliance procedures. On December 13, 2019, an alleged shareholder filed a lawsuit in the Court of Chancery of the State of Delaware seeking books and records relating to, among other things, the firm’s involvement with 1MDB and the firm’s compliance procedures. The parties have agreed to stay proceedings pending resolution of the books and records demand.
On February 19, 2019, a purported shareholder derivative action relating to 1MDB was filed in the U.S. District Court for the Southern District of New York against Group Inc. and the directors at the time and a former chairman and chief executive officer of the firm. The second amended complaint filed on July 12, 2019, which seeks unspecified damages, disgorgement and injunctive relief,November 13, 2020, alleges breaches of fiduciary duties, including in connection with alleged insider trading by certain current and former directors, unjust enrichment and violations of the anti-fraud provisions of the Exchange Act, including in connection with Group Inc.’s common stock repurchases and solicitation of proxies.proxies, and seeks unspecified damages, disgorgement and injunctive relief. Defendants moved to dismiss this action on September 12, 2019.January 15, 2021.
Beginning in March 2019, the firm has also received demands from alleged shareholders to investigate and pursue claims against certain current and former directors and executive officers based on their oversight and public disclosures regarding 1MDB and related internal controls.
On November 21, 2018, In June 2019, the Board appointed a summons with notice was filedSpecial Committee to consider the demands and, in New York Supreme Court, County of New York, by International Petroleum Investment Company, which guaranteed certain debt securities issued by 1MDB,January 2021, the Board voted to reject them. Since that time, the firm has received two additional demands from alleged shareholders to investigate and its subsidiary Aabar Investments PJS. The summons with notice makes unspecifiedpursue claims relatingrelated to 1MDB and seeks unspecified compensatory and punitive damages and other relief against Group Inc., GSI, GS Asia, GS Singapore, GS Malaysia, Leissner, Ng, and Vella, as well as individuals (who are not current or former employees(and, for one of the firm) previously associated withdemands, other matters) against other parties, including certain current and former directors and executive officers of the plaintiffs. On October 20, 2020, pursuant to a stipulation between the plaintiffs, the firm and other defendants, the court entered an order discontinuing the action with prejudice.
firm.
On December 20, 2018, a putative securities class action lawsuit was filed in the U.S. District Court for the Southern District of New York against Group Inc. and certain former officers of the firm alleging violations of the anti-fraud provisions of the Exchange Act with respect to Group Inc.’s disclosures and public statements concerning 1MDB and seeking unspecified damages. The plaintiffs filed the second amended complaint on October 28, 2019, which the defendants moved to dismiss on January 9, 2020.
Mortgage-Related Matters
Beginning in April 2010, a number of purported securities law class actions were filed in the U.S. District Court for the Southern District of New York challenging the adequacy of Group Inc.’s public disclosure of, among other things, the firm’s activities in the collateralized debt obligation market, and the firm’s conflict of interest management.
Goldman Sachs September 2020 Form 10-Q88

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
The consolidated amended complaint filed on July 25, 2011, which namesnamed as defendants Group Inc. and certain current and former officers and employees of Group Inc. and its affiliates, generally alleges violations of Sections 10(b) and 20(a) of the Exchange Act and seeks unspecifiedmonetary damages. The defendants have moved for summary judgment. On April 7, 2020, the Second Circuit Court of Appeals affirmed the district court’s August 14, 2018 grant of class certification, and on June 15, 2020, the Second Circuit Court of Appeals denied defendants’ motion seeking rehearing of the April 7, 2020 decision.certification. On July 16, 2020, the Second Circuit Court of Appeals granted defendants’ motion to stay the proceedings in the litigation, pending the resolution of a petition for writ of certiorari toMarch 29, 2021, the United States Supreme Court to seekheard oral argument on defendants’ petition seeking review of the Second Circuit Court of Appeals’ April 7, 2020 decision.
Complaints were filed in the U.S. District Court for the Southern District of New York on July 25, 2019 and May 29, 2020 against Goldman Sachs Mortgage Company and GS Mortgage Securities Corp. by U.S. Bank National Association, as trustee for two residential mortgage-backed securitization trusts that issued $1.7 billion of securities. The complaints generally allege that mortgage loans in the trusts failed to conform to applicable representations and warranties and seek specific performance or, alternatively, compensatory damages and other relief. Defendants movedOn November 23, 2020, the court granted in part and denied in part defendants’ motion to dismiss the complaint in the first action and denied defendants’ motion to dismiss the complaint in the second action. On January 14, 2021, amended complaints on September 23, 2019 and July 13, 2020, respectively.were filed in both actions.
The firm continues to receive requests for information, including from certain regulators, relating to mortgage-related activities.
Goldman Sachs March 2021 Form 10-Q86

Director Compensation-Related Litigation
THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
On May 9, 2017, Group Inc. and certain of its current and former directors were named as defendants in a purported direct and derivative shareholder action in the Court of Chancery of the State of Delaware (a similar purported derivative action, filed in June 2015, alleging excessive director compensation over the period 2012 to 2014 was voluntarily dismissed without prejudice in December 2016). The complaint alleges that excessive compensation has been paid to the
non-employee
(Unaudited)
director defendants since 2015, and that certain disclosures in connection with soliciting shareholder approval of the stock incentive plans were deficient. The complaint asserts claims for breaches of fiduciary duties and seeks, among other things, rescission or in some cases rescissory damages, disgorgement, and shareholder votes on several matters. On May 31, 2019, the court dismissed the disclosure-related claims, but permitted the
non-employee
director compensation claim to proceed. On August 18, 2020, the court approved a settlement among the parties. As part of the settlement, the firm has agreed to certain changes to its
Non-Employee
Director Compensation Program.
Currencies-Related Litigation
GS&Co. and Group Inc. are among the defendants named in putative class actions filed in the U.S. District Court for the Southern District of New York beginning in September 2016 on behalf of putative indirect purchasers of foreign exchange instruments. On August 5, 2019, the plaintiffs filed a third consolidated amended complaint generally alleging a conspiracy to manipulate the foreign currency exchange markets, asserting claims under various state antitrust laws and state consumer protection laws and seeking treble damages in an unspecified amount. On July 17, 2020, the court preliminarily approved a settlement in principle. The firm has reserved the full amount of its proposed contribution to the settlement.
GS&Co. and Group Inc. are among the defendants named in an action filed in the U.S. District Court for the Southern District of New York on November 7, 2018, and Group Inc., GSI, GSIB, GS&Co., Goldman Sachs Group UK Limited and GS Bank USA are among the defendants named in an action filed in the High Court of England and Wales on November 11, 2020, in each case by certain direct purchasers of foreign exchange instruments that opted out of a class settlement reached with, among others, GS&Co. and Group Inc. The third amended complaint in the U.S. district court action, filed on August 3, 2020, generally alleges that the defendants violated federal antitrust law and state common law in connection with an alleged conspiracy to manipulate the foreign currency exchange markets and seeks declaratory and injunctive relief, as well as unspecified amounts of compensatory, punitive, treble and other damages. The summary claim form filed in the U.K. action indicates the action is for breach of U.K. and E.U. competition rules from 2003 to 2013 and alleges manipulation of foreign exchange rates and bid/offer spreads, the exchange of commercially sensitive information among defendants and collusive trading.
Banco Espirito Santo S.A. and Oak Finance
Beginning in February 2015, GSI commenced actions against Novo Banco S.A. (Novo Banco) in the English Commercial Court and the Bank of Portugal (BoP) in Portuguese Administrative Court in response to BoP’s decision in December 2014 not to transfer to Novo Banco an $835 million facility agreement (the Facility), structured by GSI, between Oak Finance Luxembourg S.A. (Oak Finance), a special purpose vehicle formed in connection with the Facility, and Banco Espirito Santo S.A. (BES) prior to the failure of BES. In July 2018, the English Supreme Court found that the English courts did not have jurisdiction over GSI’s action. In July 2018, the Liquidation Committee for BES issued a decision seeking to claw back $54 million paid to GSI and $50 million paid to Oak Finance in connection with the Facility, alleging that GSI acted in bad faith in extending the Facility, including because GSI allegedly knew that BES was at risk of imminent failure. GSI has also issued a claim against the Portuguese State seeking compensation for losses related to the failure of BES, including a contingent claim for the $104 million sought by the Liquidation Committee.
Financial Advisory Services
Group Inc. and certain of its affiliates are from time to time parties to various civil litigation and arbitration proceedings and other disputes with clients and third parties relating to the firm’s financial advisory activities. These claims generally seek, among other things, compensatory damages and, in some cases, punitive damages, and in certain cases allege that the firm did not appropriately disclose or deal with conflicts of interest.
Underwriting Litigation
Firm affiliates are among the defendants in a number of proceedings in connection with securities offerings. In these proceedings, including those described below, the plaintiffs assert class action or individual claims under federal and state securities laws and in some cases other applicable laws, allege that the offering documents for the securities that they purchased contained material misstatements and omissions, and generally seek compensatory and rescissory damages in unspecified amounts. Certain of these proceedings involve additional allegations.
89Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
SunEdison, Inc.
GS&Co. is among the underwriters named as defendants in several putative class actions and individual actions filed beginning in March 2016 relating to the August 2015 public offering of $650 million of SunEdison, Inc. (SunEdison) convertible preferred stock. The defendants also include certain of SunEdison’s directors and officers. On April 21, 2016, SunEdison filed for Chapter 11 bankruptcy. The pending cases were transferred to the U.S. District Court for the Southern District of New York and on March 17, 2017, plaintiffs in the putative class action filed a consolidated amended complaint. GS&Co., as underwriter, sold 138,890 shares of SunEdison convertible preferred stock in the offering, representing an aggregate offering price of approximately $139 million. On April 10, 2018 and April 17, 2018, certain plaintiffs in the individual actions filed amended complaints. The defendants have reached a settlement with certain plaintiffs in the individual actions and a settlement of the class action, which the court approved on October 25, 2019. The firm has paid the full amount of its contribution to the settlement. Defendants moved to dismiss the remaining individual actions on December 18, 2019.
Valeant Pharmaceuticals International, Inc.
GS&Co. and Goldman Sachs Canada Inc. (GS Canada) are among the underwriters and initial purchasers named as defendants in a putative class action filed on March 2, 2016 in the Superior Court of Quebec, Canada. In addition to the underwriters and initial purchasers, the defendants include Valeant Pharmaceuticals International, Inc. (Valeant), certain directors and officers of Valeant and Valeant’s auditor. As to GS&Co. and GS Canada, the complaint relates to the June 2013 public offering of $2.3 billion of common stock, the June 2013 Rule 144A offering of $3.2 billion principal amount of senior notes, and the November 2013 Rule 144A offering of $900 million principal amount of senior notes. The complaint asserts claims under the Quebec Securities Act and the Civil Code of Quebec. On August 29, 2017, the court certified a class that includes only
non-U.S.
purchasers in the offerings. Defendants’ motion for leave to appeal the certification was denied on November 30, 2017. On August 4, 2020, Valeant entered into a settlement agreement with the plaintiffs, which is subject to court approval. Under the terms of the agreement, the firm will not be required to contribute to the settlement.
GS&Co. and GS Canada, as sole underwriters, sold 5,334,897 shares of common stock in the June 2013 offering to
non-U.S.
purchasers representing an aggregate offering price of approximately $453 million and, as initial purchasers, had a proportional share of sales to
non-U.S.
purchasers of approximately CAD14.2 million in principal amount of senior notes in the June 2013 and November 2013 Rule 144A offerings.
Snap Inc.
GS&Co. is among the underwriters named as defendants in putative securities class actions pending in California Superior Court, County of Los Angeles, and the U.S. District Court for the Central District of California beginning in May 2017, relating to Snap Inc.’s $3.91 billion March 2017 initial public offering. In addition to the underwriters, the defendants include Snap Inc. and certain of its officers and directors. GS&Co. underwrote 57,040,000 shares of common stock representing an aggregate offering price of approximately $970 million. The underwriter defendants, including GS&Co., were voluntarily dismissed from the district court action on September 18, 2018. In the district court action, defendants moved for summary judgment on December 19, 2019, following the court’s November 20, 2019 order approving plaintiffs’ motion for class certification. The state court actions have been stayed. On April 27, 2020,March 9, 2021, the district court preliminarily approved a settlement among the parties. Alsoparties in the district court action, and on April 27, 2020,14, 2021, the state court plaintiffs filed a motion for preliminary approval ofapproved a settlement ofamong the parties in the state court actions.action. Under the terms of the federal and state court preliminary settlements, the firm will not be required to contribute to either settlement.
87Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Sea Limited.
GS Asia is among the underwriters named as defendants in a putative securities class action filed on November 1, 2018 in New York Supreme Court, County of New York, relating to Sea Limited’s $989 million October 2017 initial public offering of American depositary shares. In addition to the underwriters, the defendants include Sea Limited and certain of its officers and directors. GS Asia underwrote 28,026,721 American depositary shares representing an aggregate offering price of approximately $420 million. On January 25, 2019, the plaintiffs filed an amended complaint. Defendants moved to dismiss on March 26, 2019. On October 17, 2020,April 1, 2021, the parties entered intocourt approved a settlement agreement which is subject to court approval.among the parties. Under the terms of the agreement, the firm willis not be required to contribute to the settlement.
Goldman Sachs September 2020 Form 10-Q90

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Altice USA, Inc.
GS&Co. is among the underwriters named as defendants in putative securities class actions pending in New York Supreme Court, County of Queens, and the U.S. District Court for the Eastern District of New York beginning in June 2018, relating to Altice USA, Inc.’s (Altice) $2.15 billion June 2017 initial public offering. In addition to the underwriters, the defendants include Altice and certain of its officers and directors. GS&Co. underwrote 12,280,042 shares of common stock representing an aggregate offering price of approximately $368 million. On June 26, 2020, the court dismissed the amended complaint in the state court action, and on September 4, 2020, plaintiffs moved for leave to file a consolidated amended complaint. Plaintiffs in the district court action filed a second amended complaint on October 7, 2020.
Camping World Holdings, Inc.
GS&Co. is among On February 16, 2021, the underwriters named as defendants in several putative securities class actions pending in the U.S. District Court for the Northern District of Illinois, New York Supreme Court, County of New York, and the Circuit Court of Cook County, Illinois, Chancery Division, beginning in December 2018. In addition to the underwriters, the defendants include Camping World Holdings, Inc. (Camping World) and certain of its officers and directors, as well as certain of its stockholders. As to the underwriters, the complaints relate to three offerings of Camping World common stock, a $261 million October 2016 initial public offering, a $303 million May 2017 offering and a $310 million October 2017 offering. GS&Co. underwrote 4,267,214 shares of common stock in the October 2016 initial public offering representing an aggregate offering price of approximately $94 million, 4,557,286 shares of common stock in the May 2017 offering representing an aggregate offering price of approximately $126 million and 3,525,348 shares of common stock in the October 2017 offering representing an aggregate offering price of approximately $143 million. GS&Co. and the other defendants moved to dismiss the Illinois state court action on April 19, 2019 and the Illinois district court action on May 17, 2019. On August 5, 2020, the Illinois district court approvedparties reached a settlement among the parties to the Illinois district court action. On August 18, 2020, the Illinois state court action was dismissed and on September 8, 2020, the New York state court action was dismissed.in principle. Under the terms of the settlement in principle, the firm will not be required to contribute to the settlement.
Alnylam Pharmaceuticals, Inc.
GS&Co. is among the underwriters named as defendants in a putative securities class action filed on September 12, 2019 in New York Supreme Court, County of New York, relating to Alnylam Pharmaceuticals, Inc.’s (Alnylam) $805 million November 2017 public offering of common stock. In addition to the underwriters, the defendants include Alnylam and certain of its officers and directors. GS&Co. underwrote 2,576,000 shares of common stock representing an aggregate offering price of approximately $322 million. On December 20, 2019, defendants movedOctober 30, 2020, the court denied the defendants’ motion to dismiss the amended complaint filed on November 7, 2019.
On April 29, 2021, the Appellate Division of the Supreme Court of the State of New York for the First Department denied defendants’ appeal of the New York Supreme Court’s denial of the defendants’ motion to dismiss the amended complaint, except with respect to one of the plaintiffs’ claims against Alnylam’s officers and directors.
Uber Technologies, Inc.
GS&Co. is among the underwriters named as defendants in several putative securities class actions filed beginning in September 2019 in California Superior Court, County of San Francisco and the U.S. District Court for the Northern District of California, relating to Uber Technologies, Inc.’s (Uber) $8.1 billion May 2019 initial public offering. In addition to the underwriters, the defendants include Uber and certain of its officers and directors. GS&Co. underwrote 35,864,408 shares of common stock representing an aggregate offering price of approximately $1.6 billion. On June 17 and June 30,November 16, 2020, defendantsthe court in the state court action filed motionsgranted defendants’ motion to dismiss the consolidated amended complaint filed on February 11, 2020.2020, and on December 16, 2020, plaintiffs appealed. On August 7, 2020, defendants’ motion to dismiss the district court action was denied. On September 25, 2020, the plaintiffs in the district court action moved for class certification. On December 5, 2020, the plaintiffs in the state court action filed a complaint in the district court, which was consolidated with the existing district court action on January 25, 2021.
91Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Venator Materials PLC.
GS&Co. is among the underwriters named as defendants in putative securities class actions in Texas District Court, Dallas County, New York Supreme Court, New York County, and the U.S. District Court for the Southern District of Texas, filed beginning in February 2019, relating to Venator Materials PLC’s (Venator) $522 million August 2017 initial public offering and $534 million December 2017 secondary equity offering. In addition to the underwriters, the defendants include Venator, certain of its officers and directors and certain of its shareholders. GS&Co. underwrote 6,351,347 shares of common stock in the August 2017 initial public offering representing an aggregate offering price of approximately $127 million and 5,625,768 shares of common stock in the December 2017 secondary equity offering representing an aggregate offering price of approximately $127 million. On January 21, 2020, the Texas Court of Appeals reversed the Texas District Court and dismissed the claims against the underwriter defendants, including GS&Co., in the Texas state court action for lack of personal jurisdiction. On February 18, 2020, defendants moved to dismiss the consolidated complaint in the federal action. On July 1, 2020,March 22, 2021, the defendants’ motion to staydismiss the New York state court action in favorwas granted.
Goldman Sachs March 2021 Form 10-Q88

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
XP Inc.
GS&Co. is among the underwriters named as defendants in putative securities class actions pending in New York Supreme Court, County of New York, and the U.S. District Court for the Eastern District of York, filed beginning March 19, 2020, relating to XP Inc.’s (XP) $2.3 billion December 2019 initial public offering. In addition to the underwriters, the defendants include XP, certain of its officers and directors and certain of its shareholders. GS&Co. underwrote 19,326,218 shares of common stock in the December 2019 initial public offering representing an aggregate offering price of approximately $522 million. On August 5, 2020, defendants’ motion to stay the state court action in favor of the federal court action was denied, and on August 21, 2020, defendants moveddenied. On February 8, 2021, the state court granted the defendants’ motion to dismiss the amended complaint filed instate court action, and on March 7, 2021, the statedistrict court granted the defendants’ motion to dismiss the federal court action. On September 14, 2020, defendants moved to dismiss the consolidated amended complaint filedApril 7, 2021, plaintiffs in the federaldistrict court action.action appealed to the Second Circuit Court of Appeals.
GoHealth, Inc.
GS&Co. is among the underwriters named as defendants in two putative securities class actions filed beginning on September 21, 2020 and September 28, 2020consolidated in the U.S. District Court for the Northern District of Illinois relating to GoHealth, Inc.’s (GoHealth) $914 million
July
 2020 initial public offering. In addition to the underwriters, the defendants include GoHealth, certain of its officers and directors and certain of its shareholders. GS&Co. underwrote 11,540,550 shares of common stock representing an aggregate offering price of approximately $242 million. A thirdOn February 25, 2021, the plaintiffs filed a consolidated complaint.
 On April 26, 2021, the defendants filed a motion to dismiss the consolidated complaint.
Root, Inc.
GS&Co. is among the underwriters named as defendants in a putative securities class action relating to GoHealth’s initial public offering that does not name the underwriters as defendants was filed on March 25, 2021 in the U.S. District Court for the NorthernSouthern District of Illinois on September 25, 2020.Ohio, relating to Root, Inc.’s (Root) $724 million October 2020 initial public offering of common stock. In addition to the underwriters, the defendants include Root and certain of its officers and directors. GS&Co. underwrote 9,406,891 shares of common stock representing an aggregate offering price of approximately $254 million.
Investment Management Services
Group Inc. and certain of its affiliates are parties to various civil litigation and arbitration proceedings and other disputes with clients relating to losses allegedly sustained as a result of the firm’s investment management services. These claims generally seek, among other things, restitution or other compensatory damages and, in some cases, punitive damages.
Securities Lending Antitrust Litigation
Group Inc. and GS&Co. are among the defendants named in a putative antitrust class action and three individual actions relating to securities lending practices filed in the U.S. District Court for the Southern District of New York beginning in August 2017. The complaints generally assert claims under federal and state antitrust law and state common law in connection with an alleged conspiracy among the defendants to preclude the development of electronic platforms for securities lending transactions. The individual complaints also assert claims for tortious interference with business relations and under state trade practices law and, in the second and third individual actions, unjust enrichment under state common law. The complaints seek declaratory and injunctive relief, as well as unspecified amounts of compensatory, treble, punitive and other damages. Group Inc. was voluntarily dismissed from the putative class action on January 26, 2018. Defendants’ motion to dismiss the class action complaint was denied on September 27, 2018. Defendants moved to dismiss the second individual action on December 21, 2018. In June 2019, the third individual action was consolidated with the second individual action. After that consolidation, the court ordered that the pending motion to dismiss in the second individual action apply to the newly consolidated matter. Defendants’ motion to dismiss the first individual action was granted on August 7, 2019. The plaintiffs in the putative class action moved for class certification on February 22, 2021.
 
Goldman Sachs September 2020 Form 10-Q89 92Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
Interest Rate Swap Antitrust Litigation
Group Inc., GS&Co., GSI, GS Bank USA and Goldman Sachs Financial Markets, L.P. are among the defendants named in a putative antitrust class action relating to the trading of interest rate swaps, filed in November 2015 and consolidated in the U.S. District Court for the Southern District of New York. The same Goldman Sachs entities also are among the defendants named in two antitrust actions relating to the trading of interest rate swaps, commenced in April 2016 and June 2018, respectively, in the U.S. District Court for the Southern District of New York by three operators of swap execution facilities and certain of their affiliates. These actions have been consolidated for pretrial proceedings. The complaints generally assert claims under federal antitrust law and state common law in connection with an alleged conspiracy among the defendants to preclude exchange trading of interest rate swaps. The complaints in the individual actions also assert claims under state antitrust law. The complaints seek declaratory and injunctive relief, as well as treble damages in an unspecified amount. Defendants moved to dismiss the class and the first individual action and the district court dismissed the state common law claims asserted by the plaintiffs in the first individual action and otherwise limited the state common law claim in the putative class action and the antitrust claims in both actions to the period from 2013 to 2016. On November 20, 2018, the court granted in part and denied in part the defendants’ motion to dismiss the second individual action, dismissing the state common law claims for unjust enrichment and tortious interference, but denying dismissal of the federal and state antitrust claims. On March 13, 2019, the court denied the plaintiffs’ motion in the putative class action to amend their complaint to add allegations related to 2008-2012 conduct, but granted the motion to add limited allegations from 2013-2016, which the plaintiffs added in a fourth consolidated amended complaint filed on March 22, 2019. The plaintiffs in the putative class action moved for class certification on March 7, 2019.
Variable Rate Demand Obligations Antitrust Litigation
GS&Co. is among the defendants named in a putative class action relating to variable rate demand obligations (VRDOs), filed beginning in February 2019 under separate complaints and consolidated in the U.S. District Court for the Southern District of New York. The consolidated amended complaint, filed on May 31, 2019, generally asserts claims under federal antitrust law and state common law in connection with an alleged conspiracy among the defendants to manipulate the market for VRDOs. The complaint seeks declaratory and injunctive relief, as well as unspecified amounts of compensatory, treble and other damages. Defendants movedOn November 2, 2020, the court granted in part and denied in part the defendants’ motion to dismiss, on July 30, 2019.dismissing the state common law claims against GS&Co., but denying dismissal of the federal antitrust law claims.
Commodities-Related Litigation
GSI is among the defendants named in putative class actions relating to trading in platinum and palladium, filed beginning on November 25, 2014 and most recently amended on May 15, 2017, in the U.S. District Court for the Southern District of New York. The amended complaint generally alleges that the defendants violated federal antitrust laws and the Commodity Exchange Act in connection with an alleged conspiracy to manipulate a benchmark for physical platinum and palladium prices and seek declaratory and injunctive relief, as well as treble damages in an unspecified amount. On March 29, 2020, the court granted the defendants’ motions to dismiss and for reconsideration, resulting in the dismissal of all claims. On April 27, 2020, plaintiffs appealed to the Second Circuit Court of Appeals.
 
93Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q90

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
 
GS&Co., GSI, J. Aron & Company and Metro International Trade Services (Metro), a previously consolidated subsidiary of Group Inc. that was sold in the fourth quarter of 2014, are among the defendants in a number of putative class and individual actions filed beginning on August 1, 2013 and consolidated in the U.S. District Court for the Southern District of New York. The complaints generally allege violations of federal antitrust laws and state laws in connection with the storage of aluminum and aluminum trading. The complaints seek declaratory, injunctive and other equitable relief, as well as unspecified monetary damages, including treble damages. In December 2016, the district court granted defendants’ motions to dismiss and on August 27, 2019, the Second Circuit vacated the district court’s dismissals and remanded the case to district court for further proceedings. On July 23, 2020, the district court denied the class plaintiff’splaintiffs’ motion for class certification.certification, and on December 16, 2020 the Second Circuit denied leave to appeal the denial. On February 17, 2021, the district court granted defendants’ motion for summary judgment with respect to the claims of most of the individual plaintiffs.
Group Inc., GS&Co., GSI, J. Aron & Company and Metro are among the defendants in an action filed on February 27, 2020 in the High Court of Justice, Business and Property Courts of England and Wales. The particulars of claim seeks unspecified compensatory and exemplary damages based on alleged violations of U.K. and E.U. competition laws in connection with the storage and trading of aluminum.
In connection with the sale of Metro, the firm agreed to provide indemnities to the buyer, including for any potential liabilities for legal or regulatory proceedings arising out of the conduct of Metro’s business while the firm owned it.
U.S. Treasury Securities Litigation
GS&Co. is among the primary dealers named as defendants in several putative class actions relating to the market for U.S. Treasury securities, filed beginning in July 2015 and consolidated in the U.S. District Court for the Southern District of New York. GS&Co. is also among the primary dealers named as defendants in a similar individual action filed in the U.S. District Court for the Southern District of New York on August 25, 2017. The consolidated class action complaint, filed on December 29, 2017, generally alleges that the defendants violated antitrust laws in connection with an alleged conspiracy to manipulate the when-issued market and auctions for U.S. Treasury securities and that certain defendants, including GS&Co., colluded to preclude trading of U.S. Treasury securities on electronic trading platforms in order to impede competition in the bidding process. The individual action alleges a similar conspiracy regarding manipulation of the when-issued market and auctions, as well as related futures and options in violation of the Commodity Exchange Act. The complaints seek declaratory and injunctive relief, treble damages in an unspecified amount and restitution. Defendants movedDefendants’ motion to dismiss was granted on February 23, 2018.
March 31, 2021.
Corporate Bonds Antitrust Litigation
Group Inc. and GS&Co. are among the dealers named as defendants in a putative class action relating to the secondary market for
odd-lot
corporate bonds, filed on April 21, 2020 in the U.S. District Court for the Southern District of New York. The amended consolidated complaint, filed on July 14,October 29, 2020, asserts claims under federal antitrust law in connection with alleged anti-competitive conduct by the defendants in the secondary market for
odd-lots
of corporate bonds, and seeks declaratory and injunctive relief, as well as unspecified monetary damages, including treble and punitive damages and restitution. Defendants moved to dismiss on September 10,December 15, 2020.
Employment-Related Matters
On September 15, 2010, a putative class action was filed in the U.S. District Court for the Southern District of New York by three female former employees. The complaint, as subsequently amended, alleges that Group Inc. and GS&Co. have systematically discriminated against female employees in respect of compensation, promotion and performance evaluations. The complaint alleges a class consisting of all female employees employed at specified levels in specified areas by Group Inc. and GS&Co. since July 2002, and asserts claims under federal and New York City discrimination laws. The complaint seeks class action status, injunctive relief and unspecified amounts of compensatory, punitive and other damages.
91Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
On March 30, 2018, the district court certified a damages class as to the plaintiffs’ disparate impact and treatment claims. On September 4, 2018, the Second Circuit Court of Appeals denied defendants’ petition for interlocutory review of the district court’s class certification decision and subsequently denied defendants’ petition for rehearing. On September 27, 2018, plaintiffs advised the district court that they would not seek to certify a class for injunctive and declaratory relief. On March 26, 2020, the Magistrate Judge in the district court granted in part a motion to compel arbitration as to class members who are parties to certain agreements with Group Inc. and/or GS&Co. in which they agreed to arbitrate employment-related disputes. On April 16, 2020, plaintiffs submitted objections to the Magistrate Judge’s order and defendants submitted conditional objections in the event that the district judge overturns any portion of the Magistrate Judge’s order.
Goldman Sachs September 2020 Form 10-Q94

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Notes to Consolidated Financial Statements
(Unaudited)
Regulatory Investigations and Reviews and Related Litigation
Group Inc. and certain of its affiliates are subject to a number of other investigations and reviews by, and in some cases have received subpoenas and requests for documents and information from, various governmental and regulatory bodies and self-regulatory organizations and litigation and shareholder requests relating to various matters relating to the firm’s businesses and operations, including:
 
The publicsecurities offering process;process and underwriting practices;
 
The firm’s investment management and financial advisory services;
 
Conflicts of interest;
 
Research practices, including research independence and interactions between research analysts and other firm personnel, including investment banking personnel, as well as third parties;
 
Transactions involving government-related financings and other matters, municipal securities, including wall-cross procedures and conflict of interest disclosure with respect to state and municipal clients, the trading and structuring of municipal derivative instruments in connection with municipal offerings, political contribution rules, municipal advisory services and the possible impact of credit default swap transactions on municipal issuers;
Credit cards, unsecured installment and
Consumer lending, as well as residential mortgage lending, servicing and servicing,securitization, and compliance with related consumer laws;
 
The offering, auction, sales, trading and clearance of corporate and government securities, currencies, commodities and other financial products and related sales and other communications and activities, as well as the firm’s supervision and controls relating to such activities, including compliance with applicable short sale rules, algorithmic, high-frequency and quantitative trading, the firm’s U.S. alternative trading system (dark pool), futures trading, options trading, when-issued trading, transaction reporting, technology systems and controls, securities lending practices, prime brokerage activities, trading and clearance of credit derivative instruments and interest rate swaps, commodities activities and metals storage, private placement practices, allocations of and trading in securities, and trading activities and communications in connection with the establishment of benchmark rates, such as currency rates;
 
Compliance with the FCPA;
 
The firm’s hiring and compensation practices;
The firm’s system of risk management and controls; and
 
Insider trading, the potential misuse and dissemination of material nonpublic information regarding corporate and governmental developments and the effectiveness of the firm’s insider trading controls and information barriers.
The firm is cooperating with all such governmental and regulatory investigations and reviews.
Note 28.
Subsequent Event
On October 22, 2020, the firm announced that it has reached settlements of governmental and regulatory investigations relating to 1MDB with the DOJ, the SEC, the FRB, the NYDFS, the FCA, the PRA, the Singapore Attorney General’s Chambers, the Singapore Commercial Affairs Department, the Monetary Authority of Singapore and the Hong Kong Securities and Futures Commission.
The firm will pay total penalties, after crediting, of approximately $2.6 billion in connection with the settlements. A separate obligation to pay $606 million in disgorgement has been credited and satisfied as a result of the firm’s earlier settlement with the Government of Malaysia, in which the firm paid a total of $2.5 billion, in addition to providing a $1.4 billion asset recovery guarantee.
As a result of these settlements, subsequent to the firm’s issuance of its earnings release filed as an exhibit to the Form 8-K dated October 14, 2020 (Form 8-K), the firm recorded an additional provision for litigation and regulatory proceedings of $250 million for the third quarter of 2020, increasing the net provisions to $256 million for the third quarter of 2020.
The table below presents further information about this change.
  
Three Months Ended
September 2020
 
in millions, except per share amounts
 
 
Form 10-Q
 
   Form 8-K    Change 
Pre-tax earnings
 
 
$4,299
 
   $4,549    $ (250
Provision for taxes
 
 
932
 
   932     
Net earnings
 
 
3,367
 
   3,617    (250
Preferred stock dividends
 
 
134
 
   134     
Net earnings applicable to common shareholders
 
 
$3,233
 
   $3,483    $ (250
 
Earnings per common share
     
Basic
 
 
$  9.07
 
   $  9.77    $(0.70
Diluted
 
 
$  8.98
 
   $  9.68    $(0.70
See Note 27 for further information about these settlements.
 
95Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q92

Report of Independent Registered Public Accounting Firm
 
To
the Board of Directors and the Shareholders of The Goldman Sachs Group, Inc.:
Results of Review of Interim Financial Statements
We have reviewed the accompanying consolidated balance sheet of The Goldman Sachs Group, Inc. and its subsidiaries (the Company) as of September 30, 2020,March 31, 2021, the related consolidated statements of earnings, comprehensive income, and changes in shareholders’ equity for the three and nine month periods ended September 30, 2020 and 2019, and the consolidated statements of cash flows for the ninethree month periods ended September 30,March 31, 2021 and 2020, and 2019, including the related notes (collectively referred to as the “interim financial statements”). Based on our reviews, we are not aware of any material modifications that should be made to the accompanying interim financial statements for them to be in conformity with accounting principles generally accepted in the United States of America.
We have previously audited, in accordance with the standards of the Public Company Accounting Oversight Board (United States) (PCAOB), the consolidated balance sheet of the Company as of December 31, 2019,2020, and the related consolidated statements of earnings, comprehensive income, changes in shareholders’ equity and cash flows for the year then ended (not presented herein), and in our report dated February 20, 2020,19, 2021, we expressed an unqualified opinion on those consolidated financial statements. In our opinion, the information set forth in the accompanying consolidated balance sheet as of December 31, 20192020 is fairly stated in all material respects in relation to the consolidated balance sheet from which it has been derived.
Basis for Review Results
These interim financial statements are the responsibility of the Company’s management. We are a public accounting firm registered with the PCAOB and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB. We conducted our review in accordance with the standards of the PCAOB. A review of interim financial information consists principally of applying analytical procedures and making inquiries of persons responsible for financial and accounting matters. It is substantially less in scope than an audit conducted in accordance with the standards of the PCAOB, the objective of which is the expression of an opinion regarding the financial statements taken as a whole. Accordingly, we do not express such an opinion.
/s/ PricewaterhouseCoopers LLP
New York, New York
October 30, 2020 

May 3, 2021
Goldman Sachs September 2020 Form 10-Q96

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Statistical Disclosures
Distribution of Assets, Liabilities and Shareholders’ Equity
The tables below present information about average balances, interest and average interest rates.
  Average Balance for the 
  
Three Months
Ended September
  
Nine Months
Ended September
 
$ in millions
 
 
2020
 
  2019  
 
2020
 
  2019 
Assets
    
U.S.
 
 
$    
 
55,851
 
  $  35,782  
 
$    
 
55,314
 
  $  41,812 
Non-U.S.
 
 
72,055
 
  50,052  
 
68,199
 
  49,360 
Total deposits with banks
 
 
127,906
 
  85,834  
 
123,513
 
  91,172 
U.S.
 
 
133,473
 
  160,702  
 
136,144
 
  164,461 
Non-U.S.
 
 
117,093
 
  124,061  
 
122,170
 
  125,995 
Total collateralized agreements
 
 
250,566
 
  284,763  
 
258,314
 
  290,456 
U.S.
 
 
210,276
 
  163,418  
 
200,618
 
  150,382 
Non-U.S.
 
 
129,300
 
  123,054  
 
118,373
 
  116,315 
Total trading assets
 
 
339,576
 
  286,472  
 
318,991
 
  266,697 
U.S.
 
 
60,650
 
  37,704  
 
52,840
 
  36,086 
Non-U.S.
 
 
17,554
 
  15,025  
 
17,150
 
  14,209 
Total investments
 
 
78,204
 
  52,729  
 
69,990
 
  50,295 
U.S.
 
 
93,058
 
  84,236  
 
95,200
 
  84,335 
Non-U.S.
 
 
19,433
 
  15,326  
 
18,675
 
  12,845 
Total loans
 
 
112,491
 
  99,562  
 
113,875
 
  97,180 
U.S.
 
 
56,252
 
  41,544  
 
53,966
 
  39,777 
Non-U.S.
 
 
44,026
 
  38,364  
 
44,700
 
  36,185 
Total other interest-earning assets
 
 
100,278
 
  79,908  
 
98,666
 
  75,962 
Total interest-earning assets
 
 
1,009,021
 
  889,268  
 
983,349
 
  871,762 
Cash and due from banks
 
 
10,418
 
  12,196  
 
10,687
 
  10,638 
Other
non-interest-earning
assets
 
 
120,849
 
  89,785  
 
114,444
 
  84,570 
Total assets
 
 
$1,140,288
 
  $991,249  
 
$1,108,480
 
  $966,970 
 
Liabilities
    
U.S.
 
 
$  
 
205,202
 
  $133,165  
 
$  
 
183,925
 
  $128,396 
Non-U.S.
 
 
54,819
 
  36,121  
 
51,863
 
  33,540 
Total interest-bearing deposits
 
 
260,021
 
  169,286  
 
235,788
 
  161,936 
U.S.
 
 
72,344
 
  72,348  
 
75,744
 
  62,416 
Non-U.S.
 
 
32,435
 
  30,572  
 
34,972
 
  32,715 
Total collateralized financings
 
 
104,779
 
  102,920  
 
110,716
 
  95,131 
U.S.
 
 
47,664
 
  31,883  
 
41,063
 
  30,794 
Non-U.S.
 
 
58,180
 
  44,864  
 
53,264
 
  46,115 
Total trading liabilities
 
 
105,844
 
  76,747  
 
94,327
 
  76,909 
U.S.
 
 
32,920
 
  37,167  
 
34,811
 
  34,977 
Non-U.S.
 
 
22,475
 
  17,719  
 
20,528
 
  16,711 
Total short-term borrowings
 
 
55,395
 
  54,886  
 
55,339
 
  51,688 
U.S.
 
 
199,900
 
  205,336  
 
200,563
 
  206,889 
Non-U.S.
 
 
32,624
 
  28,027  
 
30,892
 
  28,438 
Total long-term borrowings
 
 
232,524
 
  233,363  
 
231,455
 
  235,327 
U.S.
 
 
123,990
 
  129,656  
 
131,000
 
  129,398 
Non-U.S.
 
 
65,005
 
  54,715  
 
64,910
 
  54,402 
Total other
interest-bearing

liabilities
 
 
188,995
 
  184,371  
 
195,910
 
  183,800 
Total interest-bearing liabilities
 
 
947,558
 
  821,573  
 
923,535
 
  804,791 
Non-interest-bearing
deposits
 
 
6,931
 
  5,758  
 
6,555
 
  5,346 
Other
non-interest-bearing
liabilities
 
 
94,857
 
  72,864  
 
87,347
 
  66,568 
Total liabilities
 
 
1,049,346
 
  900,195  
 
1,017,437
 
  876,705 
Shareholders’ equity
    
Preferred stock
 
 
11,203
 
  11,203  
 
11,203
 
  11,203 
Common stock
 
 
79,739
 
  79,851  
 
79,840
 
  79,062 
Total shareholders’ equity
 
 
90,942
 
  91,054  
 
91,043
 
  90,265 
Total liabilities and
shareholders’ equity
 
 
$1,140,288
 
  $991,249  
 
$1,108,480
 
  $966,970 
 
Percentage attributable to
non-U.S.
operations
 
Interest-earning assets
 
 
39.59%
 
  41.14%  
 
39.59%
 
  40.71% 
Interest-bearing liabilities
 
 
28.02%
 
  25.81%  
 
27.77%
 
  26.33% 
  Interest for the 
  
Three Months
Ended September
   
Nine Months
Ended September
 
$ in millions
 
 
2020
 
   2019   
 
2020
 
  2019 
Assets
      
U.S.
 
 
$    
 
24
 
   $   208   
 
$    
 
201
 
  $     746 
Non-U.S.
 
 
(13
   79   
 
33
 
  235 
Total deposits with banks
 
 
11
 
   287   
 
234
 
  981 
U.S.
 
 
3
 
   981   
 
456
 
  3,324 
Non-U.S.
 
 
(70
   119   
 
(5
  381 
Total collateralized agreements
 
 
(67
   1,100   
 
451
 
  3,705 
U.S.
 
 
805
 
   858   
 
2,794
 
  2,654 
Non-U.S.
 
 
371
 
   614   
 
1,212
 
  1,736 
Total trading assets
 
 
1,176
 
   1,472   
 
4,006
 
  4,390 
U.S.
 
 
261
 
   238   
 
826
 
  723 
Non-U.S.
 
 
143
 
   102   
 
370
 
  329 
Total investments
 
 
404
 
   340   
 
1,196
 
  1,052 
U.S.
 
 
949
 
   1,175   
 
3,093
 
  3,546 
Non-U.S.
 
 
204
 
   204   
 
598
 
  529 
Total loans
 
 
1,153
 
   1,379   
 
3,691
 
  4,075 
U.S.
 
 
210
 
   602   
 
850
 
  1,797 
Non-U.S.
 
 
45
 
   279   
 
288
 
  816 
Total other interest-earning assets
 
 
255
 
   881   
 
1,138
 
  2,613 
Total interest-earning assets
 
 
$2,932
 
   $5,459   
 
$10,716
 
  $16,816 
 
Liabilities
      
U.S.
 
 
$  
 
411
 
   $   819   
 
$  1,628
 
  $  2,357 
Non-U.S.
 
 
94
 
   126   
 
354
 
  332 
Total interest-bearing deposits
 
 
505
 
   945   
 
1,982
 
  2,689 
U.S.
 
 
47
 
   635   
 
504
 
  1,902 
Non-U.S.
 
 
3
 
   75   
 
66
 
  228 
Total collateralized financings
 
 
50
 
   710   
 
570
 
  2,130 
U.S.
 
 
119
 
   63   
 
346
 
  373 
Non-U.S.
 
 
226
 
   191   
 
585
 
  562 
Total trading liabilities
 
 
345
 
   254   
 
931
 
  935 
U.S.
 
 
111
 
   186   
 
392
 
  483 
Non-U.S.
 
 
13
 
   4   
 
31
 
  17 
Total short-term borrowings
 
 
124
 
   190   
 
423
 
  500 
U.S.
 
 
948
 
   1,286   
 
3,122
 
  4,043 
Non-U.S.
 
 
33
 
   35   
 
95
 
  76 
Total long-term borrowings
 
 
981
 
   1,321   
 
3,217
 
  4,119 
U.S.
 
 
(159
   1,010   
 
106
 
  3,401 
Non-U.S.
 
 
2
 
   21   
 
146
 
  (255
Total other interest-bearing liabilities
 
 
(157
   1,031   
 
252
 
  3,146 
Total interest-bearing liabilities
 
 
$1,848
 
   $4,451   
 
$  7,375
 
  $13,519 
 
Net interest income
      
U.S.
 
 
$  
 
775
 
   $     63   
 
$  2,122
 
  $     231 
Non-U.S.
 
 
309
 
   945   
 
1,219
 
  3,066 
Net interest income
 
 
$1,084
 
   $1,008   
 
$  3,341
 
  $  3,297 
 
9793 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Statistical Disclosures
 
  Annualized Average Rate for the 
  
Three Months
Ended September
  
Nine Months
Ended September
 
  
 
2020
 
  2019  
 
2020
 
  2019 
Assets
    
U.S.
 
 
0.17%
 
  2.26%  
 
0.49%
 
  2.39% 
Non-U.S.
 
 
(0.07)%
 
  0.61%  
 
0.06%
 
  0.64% 
Total deposits with banks
 
 
0.03%
 
  1.30%  
 
0.25%
 
  1.44% 
U.S.
 
 
0.01%
 
  2.37%  
 
0.45%
 
  2.70% 
Non-U.S.
 
 
(0.24)%
 
  0.37%  
 
(0.01)%
 
  0.40% 
Total collateralized agreements
 
 
(0.11)%
 
  1.50%  
 
0.23%
 
  1.71% 
U.S.
 
 
1.52%
 
  2.04%  
 
1.86%
 
  2.36% 
Non-U.S.
 
 
1.14%
 
  1.94%  
 
1.37%
 
  2.00% 
Total trading assets
 
 
1.38%
 
  2.00%  
 
1.68%
 
  2.20% 
U.S.
 
 
1.71%
 
  2.45%  
 
2.09%
 
  2.68% 
Non-U.S.
 
 
3.24%
 
  2.64%  
 
2.88%
 
  3.10% 
Total investments
 
 
2.06%
 
  2.50%  
 
2.28%
 
  2.80% 
U.S.
 
 
4.06%
 
  5.42%  
 
4.34%
 
  5.62% 
Non-U.S.
 
 
4.18%
 
  5.17%  
 
4.28%
 
  5.51% 
Total loans
 
 
4.08%
 
  5.38%  
 
4.33%
 
  5.61% 
U.S.
 
 
1.49%
 
  5.63%  
 
2.10%
 
  6.04% 
Non-U.S.
 
 
0.41%
 
  2.82%  
 
0.86%
 
  3.02% 
Total other interest-earning assets
 
 
1.01%
 
  4.28%  
 
1.54%
 
  4.60% 
Total interest-earning assets
 
 
1.16%
 
  2.38%  
 
1.46%
 
  2.58% 
 
Liabilities
    
U.S.
 
 
0.80%
 
  2.39%  
 
1.18%
 
  2.45% 
Non-U.S.
 
 
0.68%
 
  1.35%  
 
0.91%
 
  1.32% 
Total interest-bearing deposits
 
 
0.77%
 
  2.17%  
 
1.12%
 
  2.22% 
U.S.
 
 
0.26%
 
  3.41%  
 
0.89%
 
  4.07% 
Non-U.S.
 
 
0.04%
 
  0.95%  
 
0.25%
 
  0.93% 
Total collateralized financings
 
 
0.19%
 
  2.68%  
 
0.69%
 
  2.99% 
U.S.
 
 
0.99%
 
  0.77%  
 
1.13%
 
  1.62% 
Non-U.S.
 
 
1.55%
 
  1.65%  
 
1.47%
 
  1.63% 
Total trading liabilities
 
 
1.30%
 
  1.29%  
 
1.32%
 
  1.63% 
U.S.
 
 
1.34%
 
  1.94%  
 
1.50%
 
  1.85% 
Non-U.S.
 
 
0.23%
 
  0.09%  
 
0.20%
 
  0.14% 
Total short-term borrowings
 
 
0.89%
 
  1.34%  
 
1.02%
 
  1.29% 
U.S.
 
 
1.89%
 
  2.43%  
 
2.08%
 
  2.61% 
Non-U.S.
 
 
0.40%
 
  0.48%  
 
0.41%
 
  0.36% 
Total long-term borrowings
 
 
1.68%
 
  2.20%  
 
1.86%
 
  2.34% 
U.S.
 
 
(0.51)%
 
  3.02%  
 
0.11%
 
  3.51% 
Non-U.S.
 
 
0.01%
 
  0.15%  
 
0.30%
 
  (0.63)% 
Total other interest-bearing liabilities
 
 
(0.33)%
 
  2.17%  
 
0.17%
 
  2.29% 
Total interest-bearing liabilities
 
 
0.78%
 
  2.10%  
 
1.07%
 
  2.25% 
 
Interest rate spread
 
 
0.38%
 
  0.28%  
 
0.39%
 
  0.33% 
U.S.
 
 
0.51%
 
  0.05%  
 
0.48%
 
  0.06% 
Non-U.S.
 
 
0.31%
 
  1.00%  
 
0.42%
 
  1.16% 
Net yield on interest-earning assets
 
 
0.43%
 
  0.44%  
 
0.45%
 
  0.51% 
Distribution of Assets, Liabilities and Shareholders’ Equity
The tables below present information about average balances, interest and average interest rates.
  
Average Balance for
the Three Months
Ended March
 
$ in millions
 
 
2021
 
   2020 
Assets
   
U.S.
 
 
$    
 
78,748
 
   $     41,249 
Non-U.S.
 
 
78,851
 
   54,102 
Total deposits with banks
 
 
157,599
 
   95,351 
U.S.
 
 
174,032
 
   137,105 
Non-U.S.
 
 
109,222
 
   123,218 
Total collateralized agreements
 
 
283,254
 
   260,323 
U.S.
 
 
189,211
 
   195,854 
Non-U.S.
 
 
130,127
 
   117,488 
Total trading assets
 
 
319,338
 
   313,342 
U.S.
 
 
69,115
 
   43,979 
Non-U.S.
 
 
18,565
 
   17,435 
Total investments
 
 
87,680
 
   61,414 
U.S.
 
 
95,061
 
   88,534 
Non-U.S.
 
 
21,053
 
   17,066 
Total loans
 
 
116,114
 
   105,600 
U.S.
 
 
84,928
 
   50,888 
Non-U.S.
 
 
56,495
 
   43,570 
Total other interest-earning assets
 
 
141,423
 
   94,458 
Total interest-earning assets
 
 
1,105,408
 
   930,488 
Cash and due from banks
 
 
10,563
 
   12,232 
Other
non-interest-earning
assets
 
 
132,735
 
   105,947 
Total assets
 
 
$1,248,706
 
   $1,048,667 
 
Liabilities
   
U.S.
 
 
$  
 
201,706
 
   $   153,771 
Non-U.S.
 
 
62,419
 
   45,418 
Total interest-bearing deposits
 
 
264,125
 
   199,189 
U.S.
 
 
102,735
 
   88,223 
Non-U.S.
 
 
49,534
 
   36,884 
Total collateralized financings
 
 
152,269
 
   125,107 
U.S.
 
 
72,367
 
   27,626 
Non-U.S.
 
 
65,074
 
   47,948 
Total trading liabilities
 
 
137,441
 
   75,574 
U.S.
 
 
35,726
 
   34,241 
Non-U.S.
 
 
34,921
 
   18,399 
Total short-term borrowings
 
 
70,647
 
   52,640 
U.S.
 
 
199,621
 
   197,063 
Non-U.S.
 
 
28,407
 
   27,294 
Total long-term borrowings
 
 
228,028
 
   224,357 
U.S.
 
 
124,324
 
   128,285 
Non-U.S.
 
 
75,835
 
   65,702 
Total other interest-bearing liabilities
 
 
200,159
 
   193,987 
Total interest-bearing liabilities
 
 
1,052,669
 
   870,854 
Non-interest-bearing
deposits
 
 
6,499
 
   6,325 
Other
non-interest-bearing
liabilities
 
 
93,379
 
   81,022 
Total liabilities
 
 
1,152,547
 
   958,201 
Shareholders’ equity
   
Preferred stock
 
 
9,703
 
   11,203 
Common stock
 
 
86,456
 
   79,263 
Total shareholders’ equity
 
 
96,159
 
   90,466 
Total liabilities and shareholders’ equity
 
 
$1,248,706
 
   $1,048,667 
 
Percentage attributable to
non-U.S.
operations
 
  
Interest-earning assets
 
 
37.48%
 
   40.07% 
Interest-bearing liabilities
 
 
30.04%
 
   27.75% 
  
Interest for the
Three Months
Ended March
 
$ in millions
 
 
2021
 
   2020 
Assets
   
U.S.
 
 
$    
 
24
 
   $   151 
Non-U.S.
 
 
(27
   54 
Total deposits with banks
 
 
(3
   205 
U.S.
 
 
(82
   440 
Non-U.S.
 
 
(99
   94 
Total collateralized agreements
 
 
(181
   534 
U.S.
 
 
792
 
   1,067 
Non-U.S.
 
 
401
 
   506 
Total trading assets
 
 
1,193
 
   1,573 
U.S.
 
 
356
 
   334 
Non-U.S.
 
 
151
 
   137 
Total investments
 
 
507
 
   471 
U.S.
 
 
1,013
 
   1,123 
Non-U.S.
 
 
207
 
   193 
Total loans
 
 
1,220
 
   1,316 
U.S.
 
 
260
 
   453 
Non-U.S.
 
 
58
 
   198 
Total other interest-earning assets
 
 
318
 
   651 
Total interest-earning assets
 
 
$3,054
 
   $4,750 
 
Liabilities
   
U.S.
 
 
$  
 
291
 
   $   685 
Non-U.S.
 
 
52
 
   133 
Total interest-bearing deposits
 
 
343
 
   818 
U.S.
 
 
12
 
   400 
Non-U.S.
 
 
(29
   48 
Total collateralized financings
 
 
(17
   448 
U.S.
 
 
149
 
   105 
Non-U.S.
 
 
224
 
   209 
Total trading liabilities
 
 
373
 
   314 
U.S.
 
 
144
 
   135 
Non-U.S.
 
 
14
 
   6 
Total short-term borrowings
 
 
158
 
   141 
U.S.
 
 
868
 
   1,074 
Non-U.S.
 
 
25
 
   31 
Total long-term borrowings
 
 
893
 
   1,105 
U.S.
 
 
(157
   452 
Non-U.S.
 
 
(21
   159 
Total other interest-bearing liabilities
 
 
(178
   611 
Total interest-bearing liabilities
 
 
$1,572
 
   $3,437 
Net interest income
   
U.S.
 
 
$1,056
 
   $   717 
Non-U.S.
 
 
426
 
   596 
Net interest income
 
 
$1,482
 
   $1,313 
Goldman Sachs March 2021 Form 10-Q94

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Statistical Disclosures
  
Annualized
Average Rate for
the Three Months
Ended March
 
  
 
2021
 
   2020 
Assets
   
U.S.
 
 
0.12%
 
   1.47% 
Non-U.S.
 
 
(0.14)%
 
   0.40% 
Total deposits with banks
 
 
(0.01)%
 
   0.86% 
U.S.
 
 
(0.19)%
 
   1.29% 
Non-U.S.
 
 
(0.37)%
 
   0.31% 
Total collateralized agreements
 
 
(0.26)%
 
   0.83% 
U.S.
 
 
1.70%
 
   2.19% 
Non-U.S.
 
 
1.25%
 
   1.73% 
Total trading assets
 
 
1.52%
 
   2.02% 
U.S.
 
 
2.09%
 
   3.05% 
Non-U.S.
 
 
3.30%
 
   3.16% 
Total investments
 
 
2.35%
 
   3.08% 
U.S.
 
 
4.32%
 
   5.10% 
Non-U.S.
 
 
3.99%
 
   4.55% 
Total loans
 
 
4.26%
 
   5.01% 
U.S.
 
 
1.24%
 
   3.58% 
Non-U.S.
 
 
0.42%
 
   1.83% 
Total other interest-earning assets
 
 
 
0.91%
 
   2.77% 
Total interest-earning assets
 
 
1.12%
 
   2.05% 
 
Liabilities
   
U.S.
 
 
0.59%
 
   1.79% 
Non-U.S.
 
 
0.34%
 
   1.18% 
Total interest-bearing deposits
 
 
0.53%
 
   1.65% 
U.S.
 
 
0.05%
 
   1.82% 
Non-U.S.
 
 
(0.24)%
 
   0.52% 
Total collateralized financings
 
 
(0.05)%
 
   1.44% 
U.S.
 
 
0.84%
 
   1.53% 
Non-U.S.
 
 
1.40%
 
   1.75% 
Total trading liabilities
 
 
1.10%
 
   1.67% 
U.S.
 
 
1.63%
 
   1.59% 
Non-U.S.
 
 
0.16%
 
   0.13% 
Total short-term borrowings
 
 
 
0.91%
 
   1.08% 
U.S.
 
 
1.76%
 
   2.19% 
Non-U.S.
 
 
0.36%
 
   0.46% 
Total long-term borrowings
 
 
 
1.59%
 
   1.98% 
U.S.
 
 
(0.51)%
 
   1.42% 
Non-U.S.
 
 
(0.11)%
 
   0.97% 
Total other interest-bearing liabilities
 
 
 
(0.36)%
 
   1.27% 
Total interest-bearing liabilities
 
 
0.61%
 
   1.59% 
 
Interest rate spread
 
 
0.51%
 
   0.46% 
U.S.
 
 
0.62%
 
   0.52% 
Non-U.S.
 
 
0.42%
 
   0.64% 
Net yield on interest-earning assets
 
 
0.54%
 
   0.57% 
In the tables above:
 
Assets, liabilities and interest are classified as U.S. and
non-U.S.
based on the location of the legal entity in which the assets and liabilities are held.
 
Derivative instruments and commodities are included in other
non-interest-earning
assets and other
non-interest-bearing
liabilities.
 
Total other interest-earning assets primarily consists of receivables from customers and counterparties.
 
Collateralized financings consists of securities sold under agreements to repurchase and securities loaned.
 
Substantially all of the total other interest-bearing liabilities consists of payables to customers and counterparties.
 
Interest rates for borrowings include the effects of interest rate swaps accounted for as hedges.
 
Total loans exclude loans held for sale that are accounted for at the lower of cost or fair value. Such loans are included within other interest-earning assets.
 
Total short- and long-term borrowings include both secured and unsecured borrowings.
 
Goldman Sachs September 2020 Form 10-Q95 98Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Item 2.    Management’s Discussion and Analysis of Financial Condition and Results of Operations
 
  
 
Introduction
The Goldman Sachs Group, Inc. (Group Inc. or parent company), a Delaware corporation, together with its consolidated subsidiaries, is a leading global investment banking, securities and investment management firmfinancial institution that providesdelivers a widebroad range of financial services across investment banking, securities, investment management and consumer banking to a substantiallarge and diversified client base that includes corporations, financial institutions, governments and individuals. Founded in 1869, we are headquartered in New York and maintain offices in all major financial centers around the world. We report our activities in four business segments: Investment Banking, Global Markets, Asset Management, and Consumer & Wealth Management. See “Results of Operations” for further information about our business segments.
When we use the terms “we,” “us” and “our,” we mean Group Inc. and its consolidated subsidiaries. When we use the term “our subsidiaries,” we mean the consolidated subsidiaries of Group Inc.
This Management’s Discussion and Analysis of Financial Condition and Results of Operations should be read in conjunction with our Annual Report on
Form 10-K
for the year ended December 31, 2019.2020. References to “the 20192020
Form 10-K”
are to our Annual Report on
Form 10-K
for the year ended December 31, 2019.2020. References to “this
Form 10-Q”
are to our Quarterly Report on
Form 10-Q
for the quarterly period ended September 30, 2020.March 31, 2021. All references to “the consolidated financial statements” or “Statistical Disclosures” are to Part I, Item 1 of this
Form 10-Q.
The consolidated financial statements are unaudited. All references to SeptemberMarch 2021 and March 2020 June 2020 and September 2019 refer to our periods ended, or the dates, as the context requires, September 30,March 31, 2021 and March 31, 2020, June 30, 2020 and September 30, 2019, respectively. All references to December 20192020 refer to the date December 31, 2019.2020. Any reference to a future year refers to a year ending on December 31 of that year. Beginning in the fourth quarter of 2019, we changed our business segments and balance sheet presentation to better reflect the nature of our activities. ReclassificationsCertain reclassifications have been made to previously reported amounts to conform to the current presentation. See Note 2 to the consolidated financial statements in Part II, Item 8 of the 2019
Form 10-K
for further information.
Executive Overview
Three Months Ended September 2020 versus September 2019.
We generated net earnings of $3.37$6.84 billion for the thirdfirst quarter of 2020, an increase of 79%2021, compared with $1.88$1.21 billion for the thirdfirst quarter of 2019.2020. Diluted earnings per common share (EPS) was $8.98$18.60 for the thirdfirst quarter of 2020, an increase of 87%2021, compared with $4.79$3.11 for the thirdfirst quarter of 2019.2020. Annualized return on average common shareholders’ equity (ROE) was 16.2%31.0% for the thirdfirst quarter of 2020,2021, compared with 9.0%5.7% for the thirdfirst quarter of 2019.2020. Book value per common share was $228.78$250.81 as of September 2020, 4.6%March 2021, 6.2% higher compared with September 2019.December 2020.
Net revenues were $10.78$17.70 billion for the thirdfirst quarter of 2020, 30% higher2021, more than double the thirdamount in the first quarter of 2019,2020, reflecting higher net revenues across all segments, including significant increasessegments. Net revenues in Asset Management primarilywere significantly higher, reflecting strong net revenues in both Equity investments and Lending and debt investments, compared with net losses in the prior year period due to significant net gains from investmentsa challenging operating environment. Net revenues were significantly higher in public equities, and Global Markets, driven by continued strength inreflecting strong contributions from both Equities and Fixed Income, Currency and Commodities (FICC), and Equities.in Investment Banking, reflecting significantly higher net revenues in Underwriting and Financial advisory. Net revenues in Consumer & Wealth Management were higher, reflecting growth in Wealth management and Consumer banking net revenues.
Provision for credit losses was $278a net benefit of $70 million for the thirdfirst quarter of 2021, compared with net provisions of $937 million for the first quarter of 2020. The first quarter of 2021 included reserve reductions on wholesale and consumer loans reflecting continued improvement in the broader economic environment following challenging conditions that began in the first quarter of 2020 4% lower thanas a result of the third quarter of 2019, primarily reflecting reserve reductions from paydowns on corporate lines of credit and consumer installment loans,coronavirus
(COVID-19)
pandemic, partially offset by reserve increases from individual impairmentsportfolio growth, including provisions related to wholesale loans and growth in the pending acquisition of the General Motors
co-branded
credit card loans.portfolio.
Operating expenses were $6.20$9.44 billion for the thirdfirst quarter of 2021, 46% higher than the first quarter of 2020, 10% higher than the third quarter of 2019,primarily due to significantly higher compensation and benefits expenses reflecting significantly higher net revenues, and higher
non-compensation
expenses, driven by significantly higher net provisions for litigation and regulatory proceedings.(reflecting strong performance). Our efficiency ratio (total operating expenses divided by total net revenues) for the thirdfirst quarter of 20202021 was 57.5%53.3%, compared with 67.5%73.9% for the thirdfirst quarter of 2019.
During the third quarter of 2020, we returned $448 million of capital in common stock dividends. As of September 2020, our Common Equity Tier 1 (CET1) capital ratio was 14.5% under the Standardized Capital Rules and 12.9% under the Advanced Capital Rules. See Note 20 to the consolidated financial statements for further information about our capital ratios.2020.
 
99Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q96

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Nine Months Ended September 2020 versus September 2019.
We generated net earningsreturned $3.15 billion of $4.95capital to common shareholders, including $2.70 billion for the first nine months of 2020, a decreasecommon share repurchases and $448 million of 24% compared with $6.55 billion for the first nine monthscommon stock dividends. As of 2019. Diluted EPSMarch 2021, our Common Equity Tier 1 (CET1) capital ratio was $12.65 for the first nine months of 2020, a decrease of 22% compared with $16.32 for the first nine months of 2019. Annualized ROE was 7.6% for the first nine months of 2020, compared with 10.4% for the first nine months of 2019.
During the first nine months of 2020, we recorded net provisions for litigation and regulatory proceedings of $3.40 billion, which reduced diluted EPS by $9.46 and annualized ROE by 5.5 percentage points.
Net revenues were $32.82 billion for the first nine months of 2020, 23% higher than the first nine months of 2019. Net revenues were significantly higher in both FICC and Equities within Global Markets, driven by strong client activity, and in Investment Banking, reflecting significantly higher net revenues in both Equity and Debt underwriting. Net revenues in Consumer & Wealth Management were higher, reflecting strength in Wealth management and continued growth in Consumer banking. These increases were partially offset by significantly lower net revenues in Asset Management, due to significantly lower net revenues in both Lending and debt investments and Equity investments, which reflected the impact of a challenging environment earlier this year.
Provision for credit losses was $2.81 billion for the first nine months of 2020, compared with $729 million for the first nine months of 2019. This increase was primarily due to significantly higher provisions related to wholesale loans as a result of forecasts of expected deterioration in the broader economic environment (incorporating the accounting for credit losses14.3% under the Current Expected Credit Losses (CECL) standard) reflectingStandardized Capital Rules and 13.5% under the impact of the global outbreak of the coronavirus
(COVID-19)
pandemic. In addition, the increase in provisions related to wholesale loans reflected the impact of individual impairments and ratings downgrades during the first nine months of 2020. The first nine months of 2020 also included provisions related to credit card loans.Advanced Capital Rules. See Note 320 to the consolidated financial statements for further information about ASU
No. 2016-13,
“Financial Instruments — Credit Losses (Topic 326) — Measurement of Credit Losses on Financial Instruments.”
Operating expenses were $23.08 billion for the first nine months of 2020, 31% higher than the first nine months of 2019, primarily due to significantly higher net provisions for litigation and regulatory proceedings and higher compensation and benefits expenses (reflecting significantly higher net revenues). In addition, brokerage, clearing, exchange and distribution fees were higher (reflecting an increase in activity levels), expenses related to consolidated investments, including impairments, were significantly higher and technology expenses were higher. These increases were partially offset by significantly lower travel and entertainment expenses. Our efficiency ratio (total operating expenses divided by total net revenues) for the first nine months of 2020 was 70.3%, compared with 66.2% for the first nine months of 2019. Net provisions for litigation and regulatory proceedings increased our efficiency ratio for the first nine months of 2020 by 10.3 percentage points.
During the first nine months of 2020, we returned $3.28 billion of capital to common shareholders, including $1.93 billion of common share repurchases, all during the first quarter, and $1.35 billion in common stock dividends.ratios.
Business Environment
Although uncertainty aboutIn the first quarter of 2021, the global economy continued to recover from the impact of the
COVID-19
pandemic, persisted intoas the third quarterdistribution of 2020,effective vaccines in certain regions helped slow the operating environmentspread of the virus before case growth renewed towards the end of the quarter. Economic activity continued to recover, asbenefit from ongoing fiscal stimulus from governments, including the $1.9 trillion American Rescue Plan Act of 2021 (Rescue Plan) in the U.S., and continued accommodative monetary policy provided by global central banks through low policy rates and large-scale asset purchases. As a result, global economic activity rebounded significantlyincreased during the quarter, following a sharp contractionand in the secondU.S., consumer spending increased and unemployment decreased compared with the fourth quarter of 2020 and market volatility declined modestly. The reopening of businesses and relaxation of earlier lockdowns contributed to improving2020. Investors grew increasingly optimistic about the prospect for continued economic indicators, including higher consumer spending and lower U.S. unemployment, and actions from central banks and governments globally remained accommodative. As a result,recovery, as global equity prices generally increased and credit spreads tightened. Duringduring the quarter the U.S. Federal Reserve affirmed its intentions to keep short-term rates near zero for several years, and extra unemployment benefits were temporarily extended(particularly in the U.S. via an executive order. Additionally, the Bank of England signaled it could use negative rates as a potential policy tool, and the European Central BankEurope), while volatility continued to intervene with monetary easing measures.moderate from elevated levels last year. In addition, credit spreads generally tightened and government bond yields rose.
Despite broad improvements in the overall economy since March and April, an increase in new
COVID-19
cases at the beginninginitial impact of the fourth quarter of 2020 in certain regions ofpandemic, there continues to be uncertainty related to the world heightened concerns about the trajectory of the coronavirus, the reinstitution of lockdown measures, and the impact on the pace ofprospects for economic recovery going forward. Additionally, the ongoing discussion around additionalgrowth, virus resurgence, vaccine distribution, further fiscal stimulus in the U.S. contributed to uncertainty about the economic outlook.and geopolitical risks. See “Results of Operations — Segment Operating Results” for further information about the operating environment for each of our business segments.
Goldman Sachs September 2020 Form 10-Q100

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Critical Accounting Policies
Fair Value
Fair Value Hierarchy.
Trading assets and liabilities, certain investments and loans, and certain other financial assets and liabilities, are included in our consolidated balance sheets at fair value (i.e.,
marked-to-market),
with related gains or losses generally recognized in our consolidated statements of earnings. The use of fair value to measure financial instruments is fundamental to our risk management practices and is our most critical accounting policy.
The fair value of a financial instrument is the amount that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. We measure certain financial assets and liabilities as a portfolio (i.e., based on its net exposure to market and/or credit risks). In determining fair value, the hierarchy under U.S. generally accepted accounting principles (U.S. GAAP) gives (i) the highest priority to unadjusted quoted prices in active markets for identical, unrestricted assets or liabilities (level 1 inputs), (ii) the next priority to inputs other than level 1 inputs that are observable, either directly or indirectly (level 2 inputs), and (iii) the lowest priority to inputs that cannot be observed in market activity (level 3 inputs). In evaluating the significance of a valuation input, we consider, among other factors, a portfolio’s net risk exposure to that input. Assets and liabilities are classified in their entirety based on the lowest level of input that is significant to their fair value measurement.
The fair values for substantially all of our financial assets and liabilities are based on observable prices and inputs and are classified in levels 1 and 2 of the fair value hierarchy. Certain level 2 and level 3 financial assets and liabilities may require appropriate valuation adjustments that a market participant would require to arrive at fair value for factors, such as counterparty and our credit quality, funding risk, transfer restrictions, liquidity and bid/offer spreads.
Instruments classified in level 3 of the fair value hierarchy are those which require one or more significant inputs that are not observable. Level 3 financial assets represented 2.4%2.1% as of September 2020, 2.6% as of June 2020March 2021 and 2.3% as of December 2019,2020, of our total assets. See Notes 4 through 10 to the consolidated financial statements for further information about level 3 financial assets, including changes in level 3 financial assets and related fair value measurements. Absent evidence to the contrary, instruments classified in level 3 of the fair value hierarchy are initially valued at transaction price, which is considered to be the best initial estimate of fair value. Subsequent to the transaction date, we use other methodologies to determine fair value, which vary based on the type of instrument. Estimating the fair value of level 3 financial instruments requires judgments to be made. These judgments include:
Determining the appropriate valuation methodology and/or model for each type of level 3 financial instrument;
 
Determining model inputs based on an evaluation of all relevant empirical market data, including prices evidenced by market transactions, interest rates, credit spreads, volatilities and correlations; and
 
Determining appropriate valuation adjustments, including those related to illiquidity or counterparty credit quality.
Regardless of the methodology, valuation inputs and assumptions are only changed when corroborated by substantive evidence.
97Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Controls Over Valuation of Financial Instruments.
Market makers and investment professionals in our revenue-producing units are responsible for pricing our financial instruments. Our control infrastructure is independent of the revenue-producing units and is fundamental to ensuring that all of our financial instruments are appropriately valued at market-clearing levels. In the event that there is a difference of opinion in situations where estimating the fair value of financial instruments requires judgment (e.g., calibration to market comparables or trade comparison, as described below), the final valuation decision is made by senior managers in independent risk oversight and control functions. This independent price verification is critical to ensuring that our financial instruments are properly valued.
Price Verification.
All financial instruments at fair value classified in levels 1, 2 and 3 of the fair value hierarchy are subject to our independent price verification process. The objective of price verification is to have an informed and independent opinion with regard to the valuation of financial instruments under review. Instruments that have one or more significant inputs which cannot be corroborated by external market data are classified in level 3 of the fair value hierarchy. Price verification strategies utilized by our independent risk oversight and control functions include:
 
Trade Comparison.
Analysis of trade data (both internal and external, where available) is used to determine the most relevant pricing inputs and valuations.
 
External Price Comparison.
Valuations and prices are compared to pricing data obtained from third parties (e.g., brokers or dealers, IHS Markit, Bloomberg, IDC, TRACE). Data obtained from various sources is compared to ensure consistency and validity. When broker or dealer quotations or third-party pricing vendors are used for valuation or price verification, greater priority is generally given to executable quotations.
 
101Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Calibration to Market Comparables.
Market-based transactions are used to corroborate the valuation of positions with similar characteristics, risks and components.
 
Relative Value Analyses.
Market-based transactions are analyzed to determine the similarity, measured in terms of risk, liquidity and return, of one instrument relative to another or, for a given instrument, of one maturity relative to another.
 
Collateral Analyses.
Margin calls on derivatives are analyzed to determine implied values, which are used to corroborate our valuations.
 
Execution of Trades.
Where appropriate, market-making desks are instructed to execute trades in order to provide evidence of market-clearing levels.
 
Backtesting.
Valuations are corroborated by comparison to values realized upon sales.
See Note 4 to the consolidated financial statements for further information about fair value measurements.
Review of Net Revenues.
Independent risk oversight and control functions ensure adherence to our pricing policy through a combination of daily procedures, including the explanation and attribution of net revenues based on the underlying factors. Through this process, we independently validate net revenues, identify and resolve potential fair value or trade booking issues on a timely basis and seek to ensure that risks are being properly categorized and quantified.
Review of Valuation Models.
Our independent model risk management group (Model Risk), consisting of quantitative professionals who are separate from model developers, performs an independent model review and validation process of our valuation models. New or changed models are reviewed and approved prior to implementation. Models are reviewed annually to assess the impact of any changes in the product or market and any market developments in pricing theories. See “Risk Management — Model Risk Management” for further information about the review and validation of our valuation models.
Allowance for Credit Losses
We estimate and record an allowance for credit losses related to our loans held for investment andthat are accounted for at amortized cost. We adopted ASU
No. 2016-13
in January 2020, which replaced the probable incurred credit loss model for recognizing credit losses with the CECL model. As a result, our allowance for credit losses effective January 2020, reflects our estimate of credit losses over the remaining expected life of such loans and also takes into account forecasts of future economic conditions. See Note 3 to the consolidated financial statements for further information about adoption of ASU
No. 2016-13.
To determine the allowance for credit losses, we classify our loans accounted for at amortized cost into wholesale and retailconsumer portfolios. These portfolios represent the level at which we have developed and documented our methodology to determine the allowance for credit losses. The allowance for credit losses is measured on a collective basis for loans that exhibit similar risk characteristics using a modeled approach and asset-specific basis for loans that do not share similar risk characteristics. The allowance for credit losses also includes qualitative components which allow management to reflect the uncertain nature of economic forecasting, capture uncertainty regarding model inputs, and account for model imprecision and concentration risk. The determination of allowance for credit losses entails significant judgment on various risk factors. Risk factors for wholesale loans include internal credit ratings, industry default and loss data, expected life, macroeconomic indicators (e.g., unemployment rates and GDP), the borrower’s capacity to meet its financial obligations, the borrower’s country of risk and industry, loan seniority and collateral type. In addition, for loans backed by real estate, risk factors include
loan-to-value
ratio, debt service ratio and home price index. Risk factors for installment and credit card loans include Fair Isaac Corporation (FICO) credit scores, delinquency status, loan vintage and macroeconomic indicators.
Goldman Sachs March 2021 Form 10-Q98

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Our estimate of credit losses entails judgment about collectability at the reporting dates, and there are uncertainties inherent in those judgments. The allowance for credit losses is subject to a governance process that involves review and approval by senior management within our independent risk oversight and control functions. Personnel within our independent risk oversight and control functions are responsible for forecasting the economic variables that underlie the economic scenarios that are used in the modeling of expected credit losses. While we use the best information available to determine this estimate, future adjustments to the allowance may be necessary based on, among other things, changes in the economic environment or variances between actual results and the original assumptions used. Loans are charged off against the allowance for loan losses when deemed to be uncollectible.
We also record an allowance for credit losses on lending commitments which are held for investment andthat are accounted for at amortized cost. Such allowance is determined using the same methodology as the allowance for loan losses, while also taking into consideration the probability of drawdowns or funding, and is included in other liabilities.whether such commitments are cancellable by us. See Note 9 to the consolidated financial statements for further information about the allowance for credit losses.
Goldman Sachs September 2020 Form 10-Q102

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Use of Estimates
U.S. GAAP requires us to make certain estimates and assumptions. In addition to the estimates we make in connection with fair value measurements and the allowance for credit losses on loans and lending commitments held for investment and accounted for at amortized cost, the use of estimates and assumptions is also important in determining discretionary compensation accruals, the accounting for goodwill and identifiable intangible assets, provisions for losses that may arise from litigation and regulatory proceedings (including governmental investigations), and provisions for losses that may arise from tax audits.
A substantial portion of our compensation and benefits represents discretionary compensation, which is finalized at
year-end.
We believe the most appropriate way to allocate estimated
year-end
discretionary compensation among interim periods is in proportion to the net revenues earned in such periods. In addition to the level of net revenues, our overall compensation expense in any given year is also influenced by, among other factors, overall financial performance, prevailing labor markets, business mix, the structure of our share-based compensation programs and the external environment.
Goodwill is assessed for impairment annually in the fourth quarter or more frequently if events occur or circumstances change that indicate an impairment may exist. When assessing goodwill for impairment, first, a qualitative assessment can be made to determine whether it is more likely than not that the estimated fair value of a reporting unit is less than its estimated carrying value. If the results of the qualitative assessment are not conclusive, a quantitative goodwill test is performed. Alternatively, a quantitative goodwill test can be performed without performing a qualitative assessment.
Estimating the fair value of our reporting units requires judgment. Critical inputs to the fair value estimates include projected earnings and allocated equity. There is inherent uncertainty in the projected earnings. The estimated carrying value of each reporting unit reflects an allocation of total shareholders’ equity and represents the estimated amount of total shareholders’ equity required to support the activities of the reporting unit under currently applicable regulatory capital requirements. See Note 12 to the consolidated financial statements for further information about goodwill.
If we experience a prolonged or severe period of weakness in the business environment, financial markets, our performance or our common stock price, or additional increases in capital requirements, our goodwill could be impaired in the future.
Identifiable intangible assets are tested for impairment wheneverwhen events or changes in circumstances suggest that an asset’s or asset group’s carrying value may not be fully recoverable. Judgment is required to evaluate whether indications of potential impairment have occurred, and to test intangible assets for impairment, if required. An impairment is recognized if the total of the estimated undiscounted cash flows relating to the asset or asset group is less than the corresponding carrying value. See Note 12 to the consolidated financial statements for further information about identifiable intangible assets.
We also estimate and provide for potential losses that may arise out of litigation and regulatory proceedings to the extent that such losses are probable and can be reasonably estimated. In addition, we estimate the upper end of the range of reasonably possible aggregate loss in excess of the related reserves for litigation and regulatory proceedings where we believe the risk of loss is more than slight. See Notes 18 and 27 to the consolidated financial statements for information about certain judicial, litigation and regulatory proceedings. Significant judgment is required in making these estimates and our final liabilities may ultimately be materially different. Our total estimated liability in respect of litigation and regulatory proceedings is determined on a
case-by-case
basis and represents an estimate of probable losses after considering, among other factors, the progress of each case, proceeding or investigation, our experience and the experience of others in similar cases, proceedings or investigations, and the opinions and views of legal counsel.
99Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
In accounting for income taxes, we recognize tax positions in the financial statements only when it is more likely than not that the position will be sustained on examination by the relevant taxing authority based on the technical merits of the position. See Note 24 to the consolidated financial statements for further information about income taxes.
Recent Accounting Developments
See Note 3 to the consolidated financial statements for information about Recent Accounting Developments.
Results of Operations
The composition of our net revenues has varied over time as financial markets and the scope of our operations have changed. The composition of net revenues can also vary over the shorter term due to fluctuations in U.S. and global economic and market conditions. See “Risk Factors” in Part II, Item 1A of this
Form 10-Q
and in Part I, Item 1A of the 20192020
Form 10-K
for further information about the impact of economic and market conditions on our results of operations.
103Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Financial Overview
The table below presents an overview of our financial results and selected financial ratios.
 
 
Three Months
Ended September
     
Nine Months
Ended September
  
Three Months
Ended March
 
$ in millions, except per share amounts
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Net revenues
 
 
$10,781
 
 $8,323   
 
$32,819
 
 $26,591  
 
$17,704
 
   $8,743 
Pre-tax
earnings
 
 
$  4,299
 
 $2,416   
 
$  6,938
 
 $  8,262  
 
$  8,337
 
   $1,348 
Net earnings
 
 
$  3,367
 
 $1,877   
 
$  4,953
 
 $  6,549  
 
$  6,836
 
   $1,213 
Net earnings to common
 
 
$  3,233
 
 $1,793   
 
$  4,553
 
 $  6,173  
 
$  6,711
 
   $1,123 
Diluted EPS
 
 
$    8.98
 
 $  4.79   
 
$  12.65
 
 $  16.32  
 
$  18.60
 
   $  3.11 
ROE
 
 
16.2%
 
 9.0%   
 
7.6%
 
 10.4%  
 
31.0%
 
   5.7% 
ROTE
 
 
17.3%
 
 9.5%   
 
8.1%
 
 11.0%  
 
32.9%
 
   6.0% 
Net earnings to average total assets
 
 
1.2%
 
 0.8%   
 
0.6%
 
 0.9%  
 
2.2%
 
   0.5% 
Return on average total shareholders’ equity
 
 
14.8%
 
 8.2%   
 
7.3%
 
 9.7% 
Return on average shareholders’ equity
 
 
28.4%
 
   5.4% 
Average equity to average assets
 
 
8.0%
 
 9.2%   
 
8.2%
 
 9.3%  
 
7.7%
 
   8.6% 
Dividend payout ratio
 
 
13.9%
 
 26.1%    
 
29.6%
 
 17.8%  
 
6.7%
 
   40.2% 
In the table above:
 
Net earnings to common represents net earnings applicable to common shareholders, which is calculated as net earnings less preferred stock dividends.
 
ROE, return on average tangible common shareholders’ equity (ROTE), net earnings to average total assets and return on average total shareholders’ equity are annualized amounts.
 
Average equity to average assets is calculated by dividing average total shareholders’ equity by average total assets.
 
Dividend payout ratio is calculated by dividing dividends declared per common share by diluted EPS.
Annualized ROE is calculated by dividing annualized net earnings to common by average monthly common shareholders’ equity. Tangible common shareholders’ equity is calculated as total shareholders’ equity less preferred stock, goodwill and identifiable intangible assets. Annualized ROTE is calculated by dividing annualized net earnings to common by average monthly tangible common shareholders’ equity. We believe that tangible common shareholders’ equity is meaningful because it is a measure that we and investors use to assess capital adequacy and that ROTE is meaningful because it measures the performance of businesses consistently, whether they were acquired or developed internally. Tangible common shareholders’ equity and ROTE are
non-GAAP
measures and may not be comparable to similar
non-GAAP
measures used by other companies. Annualized return on average total shareholders’ equity is calculated by dividing annualized net earnings by average monthly total shareholders’ equity.
The table below presents our average equity and the reconciliation of average common shareholders’ equity to average tangible common shareholders’ equity.
 
 Average for the 
 
Three Months
Ended September
     
Nine Months
Ended September
  
Average for the
Three Months
Ended March
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Total shareholders’ equity
 
 
$ 90,942
 
 $ 91,054   
 
$ 91,043
 
 $ 90,265  
 
$96,159
 
   $ 90,466 
Preferred stock
 
 
(11,203
 (11,203   
 
(11,203
 (11,203 
 
(9,703
   (11,203
Common shareholders’ equity
 
 
79,739
 
 79,851   
 
79,840
 
 79,062  
 
86,456
 
    79,263 
Goodwill and identifiable intangible assets
 
 
(4,835
 (4,704   
 
(4,825
 (4,347
Goodwill
 
 
(4,332
   (4,196
Identifiable intangible assets
 
 
(608
   (625
Tangible common shareholders’ equity
 
 
$ 74,904
 
 $ 75,147    
 
$ 75,015
 
 $ 74,715  
 
$81,516
 
   $ 74,442 
Net Revenues
The table below presents our net revenues by line item.
 
 
Three Months
Ended September
     
Nine Months
Ended September
  
Three Months
Ended March
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Investment banking
 
 
$   1,934
 
 $   1,587   
 
$   6,409
 
 $   4,966  
 
$  3,566
 
   $   1,742 
Investment management
 
 
1,689
 
 1,562   
 
5,092
 
 4,518  
 
1,796
 
   1,768 
Commissions and fees
 
 
804
 
 748   
 
2,699
 
 2,301  
 
1,073
 
   1,020 
Market making
 
 
3,327
 
 2,476   
 
12,796
 
 7,678  
 
5,893
 
   3,682 
Other principal transactions
 
 
1,943
 
 942    
 
2,482
 
 3,831  
 
3,894
 
   (782
Total non-interest revenues
 
 
9,697
 
 7,315    
 
29,478
 
 23,294  
 
16,222
 
   7,430 
Interest income
 
 
2,932
 
 5,459   
 
10,716
 
 16,816  
 
3,054
 
   4,750 
Interest expense
 
 
1,848
 
 4,451    
 
7,375
 
 13,519  
 
1,572
 
   3,437 
Net interest income
 
 
1,084
 
 1,008    
 
3,341
 
 3,297  
 
1,482
 
   1,313 
Total net revenues
 
 
$ 10,781
 
 $   8,323    
 
$ 32,819
 
 $ 26,591  
 
$17,704
 
   $   8,743 
In the table above:
 
Investment banking consists of revenues (excluding net interest) from financial advisory and underwriting assignments. These activities are included in our Investment Banking segment.
 
Goldman Sachs March 2021 Form 10-Q100

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Investment management consists of revenues (excluding net interest) from providing asset management services across all major asset classes to a diverse set of asset management clients (included in our Asset Management segment), as well as asset management services, wealth advisory services and certain transaction services for wealth management clients (included in our Consumer & Wealth Management segment).
 
Commissions and fees consists of revenues from executing and clearing client transactions on major stock, options and futures exchanges worldwide, as well as
over-the-counter
(OTC) transactions. These activities are included in our Global Markets and Consumer & Wealth Management segments.
 
Market making consists of revenues (excluding net interest) from client execution activities related to making markets in interest rate products, credit products, mortgages, currencies, commodities and equity products. These activities are included in our Global Markets segment.
 
Other principal transactions consists of revenues (excluding net interest) from our equity investing activities, including revenues related to our consolidated investments (included in our Asset Management segment), and lending activities (included across our four segments).
Goldman Sachs September 2020 Form 10-Q104

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Operating Environment.
DespiteDuring the continued uncertainty from the
COVID-19
pandemic during the thirdfirst quarter of 2020, continued improvements in2021, the broader economicoperating environment from the earlier impact of the
COVID-19
pandemic positively impacted financial markets, which along with improving sentiment on the pace ofimproved as optimism about the economic recovery contributed to generally higher global equity prices and fixed income asset prices compared with the end of the second quarter of 2020. Additionally, the continued benefit of monetary and fiscal support from central banks and governments globallyprovided a more favorable market backdrop, including generally higher global equity prices and elevated market volatility impacted market-making activities.tighter credit spreads compared with the fourth quarter of 2020. Market-making activities benefitted from strong client activity during the quarter, while Investment banking activities benefitted from high levels of industry-wide underwriting volumes while industry-wide completedand mergers and acquisitions volumes significantly decreased, reflectingvolumes.
If optimism about the economic outlook declines or the ongoing efforts to mitigate the impact of the
COVID-19
pandemic on announcements in the first half of 2020.
If the COVID-19 pandemic persists,are ineffective, it may lead to a decline in market-making activity levels, a continued decline in industry-wide completed mergers and acquisitions volumes, or a decline in industry-wide underwriting volumes, and declines in global equity markets or widening of credit spreads. As a result,spreads, and net revenues and the provision for credit losses would likely be negatively impacted. See “Segment Operating Results” for information about the operating environment and material trends and uncertainties that may impact our results of operations.
Three Months Ended September 2020March 2021 versus September 2019March 2020.
Net revenues in the consolidated statements of earnings were $10.78$17.70 billion for the thirdfirst quarter of 2020, 30%2021, 102% higher than the thirdfirst quarter of 2019,2020, primarily reflecting significantly higher other principal transactions, market making and investment banking revenues, and higher investment management revenues.
Non-Interest
Revenues.
Investment banking revenues in the consolidated statements of earnings were $1.93$3.57 billion for the thirdfirst quarter of 2021, 105% higher than the first quarter of 2020, 22% higher than the third quarter of 2019,primarily due to significantly higher revenues in equity underwriting, primarily driven by strong initial public offerings activity. In addition, revenues were significantly higher in both financial advisory, reflecting a significant increase in industry-wide initial public offerings, and higher revenues in debt underwriting, driven by asset-backed and investment-grade activity. These increases were partially offset by significantly lower revenues in financial advisory, reflecting a decrease in industry-wide completed mergers and acquisitions transactions.transactions, and in debt underwriting, primarily reflecting higher revenues from leveraged finance and asset-backed activity.
Investment management revenues in the consolidated statements of earnings were $1.69$1.80 billion for the thirdfirst quarter of 2020, 8%2021, 2% higher than the thirdfirst quarter of 2019,2020, due to higher management and other fees, reflecting the impact of higher average assets under supervision (AUS), partially offset by afee waivers on money market funds. This increase was largely offset by significantly lower average effective management feeincentive fees, due to shifts in the mix of client assets and strategies.a strong prior year period.
Commissions and fees in the consolidated statements of earnings were $804 million$1.07 billion for the thirdfirst quarter of 2021, 5% higher than the first quarter of 2020, 7% higher than the third quarter of 2019.reflecting an increase in our listed options volumes, generally consistent with market volumes.
Market making revenues in the consolidated statements of earnings were $3.33$5.89 billion for the thirdfirst quarter of 2020, 34%2021, 60% higher than the thirdfirst quarter of 2019,2020, primarily due to significantly higher revenues in equity products (particularly in derivatives)(both derivatives and cash products), mortgages, commodities currencies and credit products, and higherpartially offset by significantly lower revenues in interest rate products.
Other principal transactions revenues in the consolidated statements of earnings were $1.94$3.89 billion for the thirdfirst quarter of 2021, compared with $(782) million for the first quarter of 2020, more than double compared with the third quarter of 2019,primarily reflecting net gains from investments in public equities in the third quarter of 2020 compared with net losses in the third quarter of 2019 and significantly higher net gains from debt investments, reflecting tighter corporate credit spreads during the quarter. These increases were partially offset by significantly lower net gains from investments in private equities, as well as net gains from public equities and lower results for relationship lending activities, including the impact of changes in credit spreads on hedges.
Net Interest Income.
Net interest incomedebt investments compared with significant net losses in the consolidated statements of earnings was $1.08 billion for the third quarter of 2020, 8% higher than the third quarter of 2019, reflecting a decrease in interest expense primarily related to other interest-bearing liabilities, collateralized financings and deposits, each reflecting the impact of lower interest rates, partially offset by the impact of higher average balances for deposits. The decrease in interest expense was largely offset by a decrease in interest income primarily related to collateralized agreements and other interest-earning assets reflecting the impact of lower interest rates. See “Statistical Disclosures — Distribution of Assets, Liabilities and Shareholders’ Equity” for further information about our sources of net interest income.prior year period.
 
105101 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Nine Months Ended September 2020 versus September 2019
Net revenues in the consolidated statements of earnings were $32.82 billion for the first nine months of 2020, 23% higher than the first nine months of 2019, reflecting significantly higher market making and investment banking revenues, and higher investment management revenues and commissions and fees, partially offset by significantly lower other principal transactions revenues.
Non-Interest
Revenues.
Investment banking revenues in the consolidated statements of earnings were $6.41 billion for the first nine months of 2020, 29% higher than the first nine months of 2019, due to significantly higher revenues in both equity and debt underwriting, reflecting a significant increase in industry-wide volumes. These increases were partially offset by lower revenues in financial advisory, reflecting a decrease in industry-wide completed mergers and acquisitions transactions.
Investment management revenues in the consolidated statements of earnings were $5.09 billion for the first nine months of 2020, 13% higher than the first nine months of 2019, due to higher management and other fees, reflecting the impact of higher average AUS and the impact of the consolidation of GS Personal Financial Management, partially offset by a lower average effective management fee due to shifts in the mix of client assets and strategies. In addition, incentive fees were significantly higher, driven by harvesting.
Commissions and fees in the consolidated statements of earnings were $2.70 billion for the first nine months of 2020, 17% higher than the first nine months of 2019, reflecting an increase in our listed cash equity volumes, generally consistent with market volumes.
Market making revenues in the consolidated statements of earnings were $12.80 billion for the first nine months of 2020, 67% higher than the first nine months of 2019, primarily due to significantly higher revenues in equity products (both derivatives and cash products), interest rate products, credit products, currencies, and commodities.
Other principal transactions revenues in the consolidated statements of earnings were $2.48 billion for the first nine months of 2020, 35% lower than the first nine months of 2019, reflecting significantly lower net gains from investments in private equities and net losses across debt investments, partially offset by significantly higher net gains from investments in public equities.
Net Interest Income.
Net interest income in the consolidated statements of earnings was $3.34$1.48 billion for the first nine monthsquarter of 2020, 1%2021, 13% higher than the first nine monthsquarter of 2019,2020, reflecting a decrease in interest expense primarily related to other interest-bearing liabilities, deposits and collateralized financings, long-term borrowings and deposits, each reflecting the impact of lower interest rates, partially offset by the impact of higher average balances for deposits.rates. The decrease in interest expense was largely offset by a decrease in interest income primarily related to collateralized agreements, trading assets and other interest-earning assets, and deposits with bankseach reflecting the impact of lower interest rates. See “Statistical Disclosures — Distribution of Assets, Liabilities and Shareholders’ Equity” for further information about our sources of net interest income.
Provision for Credit Losses
Provision for credit losses consists of provision for credit losses on loans and lending commitments held for investment and accounted for at amortized cost. See Note 9 to the consolidated financial statements for further information about the provision for credit losses.
The table below presents our provision for credit losses.
 
 
Three Months
Ended September
   
Nine Months
Ended September
  
Three Months
Ended March
 
$ in millions
 
 
2020
 
     2019  
    
 
 
2020
 
     2019  
2021
   2020 
Provision for credit losses
 
 
$278
 
     $291    
 
$2,805
 
     $729  
 
$(70
   $937 
Three Months Ended September 2020March 2021 versus September 2019.March 2020.
Provision for credit losses in the consolidated statements of earnings was $278 million for the third quartera net benefit of 2020, 4% lower than the third quarter of 2019, primarily reflecting reserve reductions from paydowns on corporate lines of credit and consumer installment loans, partially offset by reserve increases from individual impairments related to wholesale loans and growth in credit card loans.
Provision for credit losses for wholesale loans included approximately $230 million related to the impact of individual impairments, primarily across the technology, media & telecommunications, diversified industrials and natural resources industries, during the third quarter of 2020. Net charge-offs for consumer loans were approximately $65 million during the third quarter of 2020.
Goldman Sachs September 2020 Form 10-Q106

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Nine Months Ended September 2020 versus September 2019.
Provision for credit losses in the consolidated statements of earnings was $2.81 billion for the first nine months of 2020, compared with $729$70 million for the first nine monthsquarter of 2019. This increase was primarily due to significantly higher2021, compared with net provisions related toof $937 million for the first quarter of 2020. The first quarter of 2021 included reserve reductions on wholesale and consumer loans as a result of forecasts of expected deteriorationreflecting continued improvement in the broader economic environment (incorporatingfollowing challenging conditions that began in the accounting for credit losses under the CECL standard) reflecting the impactfirst quarter of 2020 as a result of the
COVID-19
pandemic during the first nine monthspandemic. These reductions were partially offset by portfolio growth, including $180 million of 2020. In addition, the increase in provisions related to wholesale loans reflected the impactpending acquisition of individual impairments and ratings downgrades during the first nine months of 2020. The first nine months of 2020 also included provisions related to General Motors
co-branded
credit card loans. See Note 3 to the consolidated financial statements for further information about ASU
No. 2016-13.
Provision for credit losses for wholesale loans included approximately $960 million related to the impact of individual impairments, primarily across the diversified industrials, technology, media & telecommunications and natural resources industries, during the first nine months of 2020. Net charge-offs for consumer loans were approximately $230 million during the first nine months of 2020.portfolio.
Operating Expenses
Our operating expenses are primarily influenced by compensation, headcount and levels of business activity. Compensation and benefits includes salaries, estimated
year-end
discretionary compensation, amortization of equity awards and other items such as benefits. Discretionary compensation is significantly impacted by, among other factors, the level of net revenues, overall financial performance, prevailing labor markets, business mix, the structure of our share-based compensation programs and the external environment.
The table below presents our operating expenses by line item and headcount.
 
 
Three Months
Ended September
        
Nine Months
Ended September
  
Three Months
Ended March
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Compensation and benefits
 
 
$  3,117
 
 $  2,731   
 
$10,830
 
 $  9,307  
 
$  6,043
 
   $  3,235 
Brokerage, clearing, exchange and
distribution fees
 
 
911
 
 853   
 
2,831
 
 2,438 
Transaction based
 
 
1,256
 
   1,030 
Market development
 
 
70
 
 169   
 
312
 
 539  
 
80
 
   153 
Communications and technology
 
 
340
 
 283   
 
1,006
 
 859  
 
375
 
   321 
Depreciation and amortization
 
 
468
 
 473   
 
1,404
 
 1,240  
 
498
 
   437 
Occupancy
 
 
235
 
 252   
 
706
 
 711  
 
247
 
   238 
Professional fees
 
 
298
 
 350   
 
956
 
 950  
 
360
 
   347 
Other expenses
 
 
765
 
 505    
 
5,031
 
 1,556  
 
578
 
   697 
Total operating expenses
 
 
$  6,204
 
 $  5,616    
 
$23,076
 
 $17,600  
 
$  9,437
 
   $  6,458 
Headcount at
period-end
 
 
40,900
 
 37,800        
 
40,300
 
   38,500 
In the table above, brokerage, clearing, exchange and distribution fees was renamed transaction based (beginning in the fourth quarter of 2020) and additionally includes expenses resulting from completed transactions, which are directly related to client revenues. Such expenses were previously reported in other expenses. Previously reported amounts have been conformed to the current presentation.
Three Months Ended September 2020March 2021 versus September 2019.March 2020.
Operating expenses in the consolidated statements of earnings were $6.20 billion for the third quarter of 2020, 10% higher than the third quarter of 2019. Our efficiency ratio (total operating expenses divided by total net revenues) for the third quarter of 2020 was 57.5%, compared with 67.5% for the third quarter of 2019.
The increase in operating expenses compared with the third quarter of 2019 was due to higher compensation and benefits expenses (reflecting significantly higher net revenues) and higher
non-compensation
expenses. The increase in
non-compensation
expenses reflected significantly higher net provisions for litigation and regulatory proceedings, and higher technology expenses and brokerage, clearing, exchange and distribution fees, partially offset by lower travel and entertainment expenses (included in market development expenses), professional fees and occupancy-related expenses.
Net provisions for litigation and regulatory proceedings for the third quarter of 2020 were $256 million compared with $47 million for the third quarter of 2019.
Headcount increased 5% compared with June 2020, primarily reflecting the timing of campus hires.
Nine Months Ended September 2020 versus September 2019.
Operating expenses in the consolidated statements of earnings were $23.08$9.44 billion for the first nine monthsquarter of 2020, 31%2021, 46% higher than the first nine monthsquarter of 2019.2020. Our efficiency ratio (total operating expenses divided by total net revenues) for the first nine monthsquarter of 20202021 was 70.3%53.3%, compared with 66.2%73.9% for the first nine monthsquarter of 2019. Net provisions for litigation and regulatory proceedings increased our efficiency ratio for the first nine months of 2020 by 10.3 percentage points.2020.
The increase in operating expenses compared with the first nine monthsquarter of 20192020 was primarily due to significantly higher compensation and benefits expenses (reflecting strong performance). Transaction based expenses were significantly higher (reflecting an increase in activity levels) and technology expenses were higher, partially offset by lower net provisions for litigation and regulatory proceedings, and higher compensation and benefits expenses (reflecting significantly higher net revenues). In addition, brokerage, clearing, exchange and distribution fees were higher (reflecting an increase in activity levels), expenses related to consolidated investments, including impairments, were significantly higher (increase was primarily in depreciation and amortization and occupancy expenses), and technology expenses were higher. These increases were partially offset by significantly lower travel and entertainment expenses (included in market development expenses), and lower expenses related to consolidated investments (including impairments).
Net provisions for litigation and regulatory proceedings for the first nine monthsquarter of 20202021 were $3.40 billion$74 million compared with $150$184 million for the first nine monthsquarter of 2019.2020.
Headcount increased 7%As of March 2021, headcount was essentially unchanged compared with December 2019, reflecting investments in new business initiatives and an increase in technology professionals.2020.
 
107Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q102

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Provision for Taxes
The effective income tax rate for the first nine monthsquarter of 20202021 was 28.6%18.0%, updown from the full year income tax rate of 20.0%24.2% for 2019,2020, primarily due to an increasea decrease in provisions for
non-deductible
litigation. The decrease, compared with 39.9% forlitigation and the impact of tax benefits on the settlement of employee share-based awards in the first half of 2020, was primarily due to significantly lower
non-deductible
provisions for litigation in the third quarter of 2020 compared with2021.
In March 2021, the first half of 2020.
Rescue Plan was signed into law. The Coronavirus Aid, Relief, and Economic Security (CARES) Act was enacted on March 27, 2020. The CARES Act includes retroactive and prospective provisionsRescue Plan is a $1.9 trillion stimulus package enacted to provide income tax reliefhelp address the economic and liquidity to businesses affected byhealth impacts of the
COVID-19
pandemic. The Rescue Plan includes a repeal of a provision under which U.S. affiliated groups could elect a worldwide allocation of interest expense for foreign tax credit limitation purposes for one year beginning in January 2021. Additionally, beginning in 2027, the limitation on corporate tax deductions for compensation payable to the CEO, CFO and the top three highest paid employees’ will be expanded to include the next five highest paid employees. The legislation includesis not expected to have a material impact on our 2021 annual effective tax rate.
In April 2021, the New York State (NYS) FY 2022 budget was enacted. The legislation will temporarily increase the NYS corporate income tax provisionsrate from 6.5% to 7.25% for calendar years 2021 through 2023. The legislation is not expected to have a material impact on our 2021 annual effective tax rate.
In addition, in March 2021, the U.K. budget was released. The U.K. budget includes a six percent increase in the corporate income tax rate effective from April 2023. To ensure that temporarily allow for the carrybackcombined tax burden on banks does not rise substantially, the U.K. government will undertake a review of net operating lossesthe eight percent bank surcharge. The results of the review, including changes to the bank surcharge, will be announced in the second half of 2021 and remove limitations onlegislated as Finance
Bill 2021-22.
The bank surcharge is currently applicable to our U.K. subsidiaries, Goldman Sachs International (GSI) and Goldman Sachs International Bank (GSIB). Following Royal Assent to each of these measures, which may occur in different periods, the use of loss carryforwards, increase interest expense deduction limitations and allow accelerated depreciation deductions on certain asset improvements. The CARES Act did notassociated impact could have a material impact on our effective tax rate, depending on the operating results for the first nine months of 2020.each quarter during which this legislation is enacted.
On July 20, 2020, the U.S. Internal Revenue Service and the U.S. Department of the Treasury released final regulations that include an election to exempt income that is subject to a high rate of tax from Global Intangible Low Taxed Income (GILTI) and proposed regulations that would conform the
high-tax
elections for purposes of GILTI and Subpart F. These final and proposed regulations did not have a material impact onWe expect our effective tax rate for the first nine monthsremainder of 2020. On September 1, 2020, Base Erosion and Anti-Abuse Tax regulations were released finalizing proposed regulations and supplementing final regulations that were released2021 to be approximately 21%, excluding the impact of any potential changes in 2019. These final regulations did not have a material impact on our effective tax rate for the first nine months of 2020.
On July 22, 2020, the U.K. Finance Act 2020 (Finance Act) was enacted. The Finance Act includes a repeal of a two percentage point decrease in the U.K. corporatecurrent income tax rate that was scheduled to become effective on April 1, 2020. The impact of this legislation on our provision for income taxes and income tax assets and liabilities was recognized in the third quarter of 2020 and did not have a material impact on our effective tax rate for the first nine months of 2020.
rates.
Segment Assets and Operating Results
Segment Assets.
The table below presents assets by segment.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Investment Banking
 
 
$  
 
118,309
 
   $  92,009  
 
$  
 
130,664
 
   $   116,242 
Global Markets
 
 
818,255
 
   725,060  
 
972,275
 
   844,606 
Asset Management
 
 
94,897
 
   92,102  
 
89,694
 
   95,751 
Consumer & Wealth Management
 
 
100,598
 
   83,797  
 
108,915
 
   106,429 
Total
 
 
$1,132,059
 
   $992,968  
 
$1,301,548
 
   $1,163,028 
The allocation process for segment assets is based on the activities of these segments. The allocation of assets includes allocation of global core liquid assets (GCLA) (which consists of unencumbered, highly liquid securities and cash), which is generally included within cash and cash equivalents, collateralized agreements and trading assets on our balance sheet. Due to the integrated nature of these segments, estimates and judgments are made in allocating these assets. See “Risk Management — Liquidity Risk Management” for further information about our GCLA.
Segment Operating Results.
The table below presents our segment operating results.
 
 
Three Months
Ended September
  
    
 
Nine Months
Ended September
  
Three Months
Ended March
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Investment Banking
        
Net revenues
 
 
$  1,969
 
 $  1,841   
 
$  6,810
 
 $  5,535  
 
$  3,771
 
   $  2,184 
Provision for credit losses
 
 
171
 
 91   
 
1,612
 
 258  
 
(163
   622 
Operating expenses
 
 
1,067
 
 972    
 
4,940
 
 3,027  
 
1,863
 
   1,169 
Pre-tax
earnings
 
 
$    
 
731
 
 $     778   
 
$    
 
258
 
 $  2,250  
 
$  2,071
 
   $     393 
Net earnings to common
 
 
$    
 
452
 
 $     597   
 
$    
 
133
 
 $  1,738  
 
$  1,679
 
   $     343 
Average common equity
 
 
$11,271
 
 $12,471   
 
$11,251
 
 $11,166  
 
$10,564
 
   $11,308 
Return on average common equity
 
 
16.0%
 
 19.1%    
 
1.6%
 
 20.8%  
 
63.6%
 
   12.1% 
Global Markets
        
Net revenues
 
 
$  4,553
 
 $  3,543   
 
$16,892
 
 $11,299  
 
$  7,581
 
   $  5,163 
Provision for credit losses
 
 
(15
 16   
 
236
 
 15  
 
(20
   68 
Operating expenses
 
 
2,542
 
 2,377    
 
10,568
 
 7,810  
 
4,185
 
   2,847 
Pre-tax
earnings
 
 
$  2,026
 
 $  1,150   
 
$  6,088
 
 $  3,474  
 
$  3,416
 
   $  2,248 
Net earnings to common
 
 
$  1,816
 
 $     839   
 
$  4,085
 
 $  2,499  
 
$  2,730
 
   $  1,964 
Average common equity
 
 
$39,960
 
 $38,847   
 
$40,542
 
 $40,670  
 
$41,044
 
   $39,797 
Return on average common equity
 
 
18.2%
 
 8.6%    
 
13.4%
 
 8.2%  
 
26.6%
 
   19.7% 
Asset Management
        
Net revenues
 
 
$  2,768
 
 $  1,621   
 
$  4,773
 
 $  5,962  
 
$  4,614
 
   $      (96
Provision for credit losses
 
 
70
 
 81   
 
420
 
 154  
 
53
 
   79 
Operating expenses
 
 
1,358
 
 1,176    
 
3,888
 
 3,526  
 
1,890
 
   1,198 
Pre-tax
earnings
 
 
$  1,340
 
 $     364   
 
$    
 
465
 
 $  2,282 
Net earnings to common
 
 
$    
 
839
 
 $     264   
 
$    
 
273
 
 $  1,753 
Pre-tax
earnings/(loss)
 
 
$  2,671
 
   $
  
(1,373
Net earnings/(loss) to common
 
 
$  2,165
 
   $
  
(1,250
Average common equity
 
 
$19,989
 
 $22,320   
 
$20,332
 
 $21,199  
 
$24,604
 
   $21,156 
Return on average common equity
 
 
16.8%
 
 4.7%    
 
1.8%
 
 11.0%  
 
35.2%
 
   (23.6)% 
Consumer & Wealth Management
        
Net revenues
 
 
$  1,491
 
 $  1,318   
 
$  4,344
 
 $  3,795  
 
$  1,738
 
   $  1,492 
Provision for credit losses
 
 
52
 
 103   
 
537
 
 302  
 
60
 
   168 
Operating expenses
 
 
1,237
 
 1,091    
 
3,680
 
 3,237  
 
1,499
 
   1,244 
Pre-tax
earnings
 
 
$    
 
202
 
 $     124   
 
$    
 
127
 
 $     256  
 
$    
 
179
 
   $       80 
Net earnings to common
 
 
$    
 
126
 
 $       93   
 
$      
 
62
 
 $     183  
 
$    
 
137
 
   $       66 
Average common equity
 
 
$  8,519
 
 $  6,213   
 
$  7,715
 
 $  6,027  
 
$10,244
 
   $  7,002 
Return on average common equity
 
 
5.9%
 
 6.0%    
 
1.1%
 
 4.0%  
 
5.3%
 
   3.8% 
Total net revenues
 
 
$10,781
 
 $  8,323   
 
$32,819
 
 $26,591  
 
$17,704
 
   $  8,743 
Total provision for credit losses
 
 
278
 
 291   
 
2,805
 
 729  
 
(70
   937 
Total operating expenses
 
 
6,204
 
 5,616    
 
23,076
 
 17,600  
 
9,437
 
   6,458 
Total
pre-tax
earnings
 
 
$  4,299
 
 $  2,416   
 
$  6,938
 
 $  8,262  
 
$  8,337
 
   $  1,348 
Net earnings to common
 
 
$  3,233
 
 $  1,793   
 
$  4,553
 
 $  6,173  
 
$  6,711
 
   $  1,123 
Average common equity
 
 
$79,739
 
 $79,851   
 
$79,840
 
 $79,062  
 
$86,456
 
   $79,263 
Return on average common equity
 
 
16.2%
 
 9.0%    
 
7.6%
 
 10.4%  
 
31.0%
 
   5.7% 
 
Goldman Sachs September 2020 Form 10-Q103 108Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Net revenues in our segments include allocations of interest income and expense to specific positions in relation to the cash generated by, or funding requirements of, such positions. See Note 25 to the consolidated financial statements for further information about our business segments.
The allocation of common shareholders’ equity and preferred stock dividends to each segment is based on the estimated amount of equity required to support the activities of the segment under relevant regulatory capital requirements. Net earnings for each segment is calculated by applying the firmwide tax rate to each segment’s
pre-tax
earnings.
The allocation of common equity among our segments for the first quarter of 2021 reflects updates to our attributed equity framework (effective January 1, 2021) to incorporate the impact of the stress capital buffer (SCB) rule and our SCB of 6.6%, which became effective on October 1, 2020 under the Standardized Approach. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for information about the impact of these updates on the allocation of attributed equity among our segments as of the beginning of the first quarter of 2021. The average common equity balances above incorporate such impact, as well as the changes in the size and composition of assets held in each of our segments that occurred during the first quarter of 2021.
Compensation and benefits expenses within our segments reflect, among other factors, our overall performance, as well as the performance of individual businesses. Consequently,
pre-tax
margins in one segment of our business may be significantly affected by the performance of our other business segments. A description of segment operating results follows.
Investment Banking
Investment Banking generates revenues from the following:
 
Financial advisory.
Includes strategic advisory assignments with respect to mergers and acquisitions, divestitures, corporate defense activities, restructurings and spin-offs.
 
Underwriting.
Includes public offerings and private placements, including local and cross-border transactions and acquisition financing, of a wide range of securities and other financial instruments, including loans.
 
Corporate lending.
Includes lending to corporate clients, including through relationship lending, middle-market lending and acquisition financing. We also provide transaction banking services to certain of our corporate clients.
The table below presents our Investment Banking assets.
 
 As of  As of 
$ in millions
 
 

September

2020
 

 
   
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Cash and cash equivalents
 
 
$  33,812
 
   $25,301  
 
$  47,649
 
   $  34,730 
Collateralized agreements
 
 
21,404
 
   13,376  
 
22,695
 
   20,242 
Customer and other receivables
 
 
3,450
 
   3,576  
 
10,428
 
   2,465 
Trading assets
 
 
26,733
 
   20,737  
 
21,432
 
   29,493 
Investments
 
 
1,014
 
   854  
 
1,665
 
   1,078 
Loans
 
 
30,135
 
   26,565  
 
24,910
 
   26,544 
Other assets
 
 
1,761
 
   1,600  
 
1,885
 
   1,690 
Total
 
 
$118,309
 
   $92,009  
 
$130,664
 
   $116,242 
The table below presents our Investment Banking operating results.
 
 
Three Months
Ended September
  
    
  
Nine Months
Ended September
  
Three Months
Ended March
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Financial advisory
 
 
$    
 
507
 
 $     697   
 
$  1,974
 
 $  2,342  
 
$  1,117
 
   $     781 
Equity underwriting
 
 
856
 
 366   
 
2,291
 
 1,104  
 
1,569
 
   378 
Debt underwriting
 
 
571
 
 524    
 
2,144
 
 1,520  
 
880
 
   583 
Underwriting
 
 
1,427
 
 890   
 
4,435
 
 2,624  
 
2,449
 
   961 
Corporate lending
 
 
35
 
 254    
 
401
 
 569  
 
205
 
   442 
Net revenues
 
 
1,969
 
 1,841   
 
6,810
 
 5,535  
 
3,771
 
   2,184 
Provision for credit losses
 
 
171
 
 91   
 
1,612
 
 258  
 
(163
   622 
Operating expenses
 
 
1,067
 
 972    
 
4,940
 
 3,027  
 
1,863
 
   1,169 
Pre-tax
earnings
 
 
731
 
 778   
 
258
 
 2,250  
 
2,071
 
   393 
Provision for taxes
 
 
262
 
 171    
 
74
 
 466  
 
373
 
   39 
Net earnings
 
 
469
 
 607   
 
184
 
 1,784  
 
1,698
 
   354 
Preferred stock dividends
 
 
17
 
 10    
 
51
 
 46  
 
19
 
   11 
Net earnings to common
 
 
$    
 
452
 
 $     597    
 
$    
 
133
 
 $  1,738  
 
$  1,679
 
   $     343 
Average common equity
 
 
$11,271
 
 $12,471   
 
$11,251
 
 $11,166  
 
$10,564
 
   $11,308 
Return on average common equity
 
 
16.0%
 
 19.1%    
 
1.6%
 
 20.8%  
 
63.6%
 
   12.1% 
Goldman Sachs March 2021 Form 10-Q104

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
The table below presents our financial advisory and underwriting transaction volumes.
 
 
Three Months
Ended September
  
    
  
Nine Months
Ended September
  
Three Months
Ended March
 
$ in billions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Announced mergers and acquisitions
 
 
$    
 
344
 
 $     269   
 
$    
 
633
 
 $  1,067  
 
$414
 
   $221 
Completed mergers and acquisitions
 
 
$    
 
201
 
 $     435   
 
$    
 
811
 
 $  1,051  
 
$303
 
   $198 
Equity and equity-related offerings
 
 
$      
 
28
 
 $       17   
 
$      
 
80
 
 $       49  
 
$  49
 
   $  12 
Debt offerings
 
 
$      
 
81
 
 $       68    
 
$    
 
289
 
 $     197  
 
$  90
 
   $  93 
In the table above:
 
Volumes are per Dealogic.
 
Announced and completed mergers and acquisitions volumes are based on full credit to each of the advisors in a transaction. Equity and equity-related offerings and debt offerings are based on full credit for single book managers and equal credit for joint book managers. Transaction volumes may not be indicative of net revenues in a given period. In addition, transaction volumes for prior periods may vary from amounts previously reported due to the subsequent withdrawal or a change in the value of a transaction.
 
Equity and equity-related offerings includes Rule 144A and public common stock offerings, convertible offerings and rights offerings.
 
Debt offerings includes
non-convertible
preferred stock, mortgage-backed securities, asset-backed securities and taxable municipal debt. Includes publicly registered and Rule 144A issues and excludes leveraged loans.
Operating Environment.
During the first quarter of 2021, Investment Banking operated in an environment characterized by strong activity across underwriting and mergers and acquisitions, as the global economy continued to recover. In underwriting, industry-wide activity levels reflected continued strength in equity underwriting, driven by initial public offerings, including growth in special-purpose-acquisition company (SPAC) activity, and increased debt underwriting, including strong high-yield activity. In mergers and acquisitions, industry-wide announced and completed transactions remained at high levels, reflecting stabilizing market conditions and increased CEO confidence.
In the future, if market and economic conditions deteriorate, and industry-wide completed mergers and acquisitions transactions decline, or if industry-wide equity and debt underwriting volumes decline, or credit spreads related to hedges on our relationship lending portfolio tighten further, net revenues in Investment Banking would likely be negatively impacted. In addition, a deterioration in the creditworthiness of borrowers would negatively impact the provision for credit losses.
Three Months Ended March 2021 versus March 2020.
Net revenues in Investment Banking were $3.77 billion for the first quarter of 2021, 73% higher than the first quarter of 2020, reflecting significantly higher net revenues in both Underwriting and Financial advisory, partially offset by significantly lower net revenues in Corporate lending.
The increase in Underwriting net revenues was due to significantly higher net revenues in both Equity underwriting, primarily driven by strong initial public offerings activity, and Debt underwriting, primarily reflecting higher net revenues from leveraged finance and asset-backed activity. In Equity underwriting, approximately 15% of net revenues for the first quarter of 2021 were from SPAC activity. The increase in Financial advisory net revenues reflected a significant increase in completed mergers and acquisitions transactions. The decrease in Corporate lending net revenues reflected significantly lower net revenues from relationship lending activities as the prior year period included net gains from the impact of widening credit spreads on hedges.
Provision for credit losses was a net benefit of $163 million for the first quarter of 2021, compared with net provisions of $622 million for the first quarter of 2020, due to reserve reductions reflecting continued improvement in the broader economic environment following challenging conditions that began in the first quarter of 2020.
Operating expenses were $1.86 billion for the first quarter of 2021, 59% higher than the first quarter of 2020, primarily due to significantly higher compensation and benefits expenses (reflecting strong performance).
Pre-tax
earnings were $2.07 billion for the first quarter of 2021, compared with $393 million for the first quarter of 2020.
As of March 2021, our investment banking transaction backlog increased compared with December 2020, reflecting higher estimated net revenues from potential advisory transactions and significantly higher estimated net revenues from potential debt underwriting transactions (particularly from leveraged finance and investment-grade transactions). Estimated net revenues from potential equity underwriting transactions were essentially unchanged, as deal replenishment offset the strong activity during the quarter.
 
109105 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Operating Environment.
During the third quarter of 2020, the operating environment for Investment Banking continued to reflect high levels of underwriting activity, as industry-wide volumes for initial public offerings were strong and high-yield debt offerings remained active, while investment-grade volumes normalized following the strong pace of activity during the first half of 2020. Corporate clients continued to pay down funds borrowed earlier in the year under revolving lines of credit, reflecting improving macroeconomic conditions and companies’ ability to access capital markets, while corporate credit spreads tightened during the quarter. In mergers and acquisitions activity, industry-wide announced volumes increased significantly, following a slowdown during the first half of 2020 that resulted from the uncertainty caused by the
COVID-19
pandemic. The impact from the pandemic to announcements earlier in the year continued to weigh on industry-wide completed mergers and acquisitions volumes, which significantly decreased compared with the second quarter of 2020.
In the future, if industry-wide announced mergers and acquisitions volumes decline, or if industry-wide completed mergers and acquisitions volumes continue to decline, or if industry-wide equity and debt underwriting volumes decline, or credit spreads related to hedges on our relationship lending portfolio continue to tighten, net revenues in Investment Banking would likely be negatively impacted. In addition, a deterioration in the creditworthiness of borrowers would negatively impact the provision for credit losses.
Three Months Ended September 2020 versus September 2019.
Net revenues in Investment Banking were $1.97 billion for the third quarter of 2020, 7% higher than the third quarter of 2019, reflecting significantly higher net revenues in Underwriting, partially offset by significantly lower net revenues in Corporate lending and Financial advisory.
The increase in Underwriting net revenues was due to significantly higher net revenues in Equity underwriting, primarily reflecting a significant increase in industry-wide initial public offerings, and higher net revenues in Debt underwriting, driven by asset-backed and investment-grade activity. The decrease in Corporate lending net revenues primarily reflected lower results for relationship lending activities, including the impact of changes in credit spreads on hedges. The third quarter of 2020 included $115 million of net losses related to these hedges. The decrease in Financial advisory net revenues reflected a decrease in industry-wide completed mergers and acquisitions transactions.
Provision for credit losses was $171 million for the third quarter of 2020, 88% higher than the third quarter of 2019, reflecting higher impairments related to middle-market and relationship lending, partially offset by reserve reductions from paydowns on corporate lines of credit.
Operating expenses were $1.07 billion for the third quarter of 2020, 10% higher than the third quarter of 2019, due to higher net provisions for litigation and regulatory proceedings.
Pre-tax
earnings were $731 million for the third quarter of 2020, 6% lower than the third quarter of 2019.
As of September 2020, our investment banking transaction backlog increased significantly compared with June 2020, due to significantly higher estimated net revenues across potential advisory transactions, potential equity underwriting transactions (primarily from initial public offerings), and potential debt underwriting transactions (particularly from asset-backed and leveraged finance transactions).
Our backlog represents an estimate of our net revenues from future transactions where we believe that future revenue realization is more likely than not. We believe changes in our backlog may be a useful indicator of client activity levels which, over the long term, impact our net revenues. However, the time frame for completion and corresponding revenue recognition of transactions in our backlog varies based on the nature of the assignment, as certain transactions may remain in our backlog for longer periods of time, which could occur in light of the impact of the
COVID-19
pandemic on mergers and acquisitions.time. In addition, our backlog is subject to certain limitations, such as assumptions about the likelihood that individual client transactions will occur in the future. Transactions may be cancelled or modified, and transactions not included in the estimate may also occur, including underwriting transactions for which the time frame from discussion to completion has shortened in the current environment.
Nine Months Ended September 2020 versus September 2019.
Net revenues in Investment Banking were $6.81 billion for the first nine months of 2020, 23% higher than the first nine months of 2019, reflecting significantly higher net revenues in Underwriting, partially offset by lower net revenues in Financial advisory and significantly lower net revenues in Corporate lending.
The increase in Underwriting net revenues was due to significantly higher net revenues in both Equity and Debt underwriting, reflecting a significant increase in industry-wide volumes. The decrease in Financial advisory net revenues reflected a decrease in industry-wide completed transactions. The decrease in Corporate lending net revenues was due to changes in the fair value of corporate loans, including net losses in the first nine months of 2020 compared with net gains in the first nine months of 2019, and significantly lower net interest income, partially offset by the impact of changes in credit spreads on hedges related to relationship lending activities in the prior year period.
Goldman Sachs September 2020 Form 10-Q110

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Provision for credit losses was $1.61 billion for the first nine months of 2020, compared with $258 million for the first nine months of 2019. This increase reflected forecasts of expected deterioration in the broader economic environment (incorporating the accounting for credit losses under the CECL standard) reflecting the impact of the
COVID-19
pandemic and higher impairments related to relationship and middle-market lending. See Note 3 to the consolidated financial statements for further information about ASU
No. 2016-13.
Operating expenses were $4.94 billion for the first nine months of 2020, 63% higher than the first nine months of 2019, primarily due to significantly higher net provisions for litigation and regulatory proceedings.
Pre-tax
earnings were $258 million for the first nine months of 2020, 89% lower than the first nine months of 2019. Net provisions for litigation and regulatory proceedings reduced annualized ROE by 15.7 percentage points for the first nine months of 2020.
As of September 2020, our investment banking transaction backlog decreased slightly compared with December 2019, reflecting lower estimated net revenues from both potential advisory transactions and potential debt underwriting transactions, particularly from leveraged finance and investment-grade transactions, partially offset by significantly higher estimated net revenues from potential equity underwriting transactions, primarily from initial public offerings.
Global Markets
Our Global Markets segment consists of:
FICC.
FICC generates revenues from intermediation and financing activities.
 
FICC intermediation.
Includes client execution activities related to making markets in both trading cash and derivative instruments, as detailed below.
Interest Rate Products.
Government bonds (including inflation-linked securities) across maturities, other government-backed securities, and interest rate swaps, options and other derivatives.
Credit Products.
Investment-grade and high-yield corporate securities, high-yield securities, credit derivatives, exchange-traded funds (ETFs), bank and bridge loans, municipal securities, emerging market and distressed debt, and trade claims.
Mortgages.
Commercial mortgage-related securities, loans and derivatives, residential mortgage-related securities, loans and derivatives (including U.S. government agency-issued collateralized mortgage obligations and other securities and loans), and other asset-backed securities, loans and derivatives.
Currencies.
Currency options, spot/forwards and other derivatives on
G-10
currencies and emerging-market products.
Commodities.
Commodity derivatives and, to a lesser extent, physical commodities, involving crude oil and petroleum products, natural gas, base, precious and other metals, electricity, coal, agricultural and other commodity products.
For further information about market-making activities, see “Market-Making Activities” below.
 
FICC financing.
Includes providing financing to our clients through securities soldpurchased under agreements to repurchase (repurchaseresell (resale agreements), as well asand through structured credit, warehouse lending (including residential and commercial mortgage lending) and asset-backed lending, which are typically longer term in nature.
Equities.
Equities generates revenues from intermediation and financing activities.
 
Equities intermediation.
We make markets in equity securities and equity-related products, including ETFs, convertible securities, options, futures and
over-the-counter
(OTC) OTC derivative instruments, on a global basis.instruments. We also structure and make markets in derivatives on indices, industry sectors, financial measures and individual company stocks. Our exchange-based market-making activities include making markets in stocks and ETFs, futures and options on major exchanges worldwide. In addition, we generate commissions and fees from executing and clearing institutional client transactions on major stock, options and futures exchanges worldwide, as well as OTC transactions. For further information about market-making activities, see “Market-Making Activities” below.
 
Equities financing.
Includes prime brokerage and other equities financing activities, including securities lending, margin lending and swaps. We earn fees by providing clearing, settlement and custody services globally. We provide services that principally involve borrowing and lending securities to cover institutional clients’ short sales and borrowing securities to cover our short sales and otherwise to make deliveries into the market. In addition, we are an active participant in
broker-to-broker
securities lending and third-party agency lending activities. We provide financing to our clients for their securities trading activities through margin loans that are collateralized by securities, cash or other acceptable collateral. In addition, we execute swap transactions to provide our clients with exposure to securities and indices.
 
111Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q106

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Market-Making Activities
As a market maker, we facilitate transactions in both liquid and less liquid markets, primarily for institutional clients, such as corporations, financial institutions, investment funds and governments, to assist clients in meeting their investment objectives and in managing their risks. In this role, we seek to earn the difference between the price at which a market participant is willing to sell an instrument to us and the price at which another market participant is willing to buy it from us, and vice versa (i.e., bid/offer spread). In addition, we maintain (i) market-making positions, typically for a short period of time, in response to, or in anticipation of, client demand, and (ii) positions to actively manage our risk exposures that arise from these market-making activities (collectively, inventory). Our inventory is recorded in trading assets (long positions) or trading liabilities (short positions) in our consolidated balance sheets.
Our results are influenced by a combination of interconnected drivers, including (i) client activity levels and transactional bid/offer spreads (collectively, client activity), and (ii) changes in the fair value of our inventory and interest income and interest expense related to the holding, hedging and funding of our inventory (collectively, market-making inventory changes). Due to the integrated nature of our market-making activities, disaggregation of net revenues into client activity and market-making inventory changes is judgmental and has inherent complexities and limitations.
The amount and composition of our net revenues vary over time as these drivers are impacted by multiple interrelated factors affecting economic and market conditions, including volatility and liquidity in the market, changes in interest rates, currency exchange rates, credit spreads, equity prices and commodity prices, investor confidence, and other macroeconomic concerns and uncertainties.
In general, assuming all other market-making conditions remain constant, increases in client activity levels or bid/offer spreads tend to result in increases in net revenues, and decreases tend to have the opposite effect. However, changes in market-making conditions can materially impact client activity levels and bid/offer spreads, as well as the fair value of our inventory. For example, a decrease in liquidity in the market could have the impact of (i) increasing our bid/offer spread, (ii) decreasing investor confidence and thereby decreasing client activity levels, and (iii) widening of credit spreads on our inventory positions.
The table below presents our Global Markets assets.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Cash and cash equivalents
 
 
$  85,342
 
   $  82,819  
 
$104,654
 
   $  86,663 
Collateralized agreements
 
 
188,342
 
   196,278  
 
285,263
 
   212,711 
Customer and other receivables
 
 
100,586
 
   63,277  
 
144,639
 
   110,473 
Trading assets
 
 
358,753
 
   316,242  
 
337,670
 
   339,349 
Investments
 
 
46,553
 
   25,937  
 
51,963
 
   52,929 
Loans
 
 
29,042
 
   31,111  
 
37,539
 
   33,214 
Other assets
 
 
9,637
 
   9,396  
 
10,547
 
   9,267 
Total
 
 
$818,255
 
   $725,060  
 
$972,275
 
   $844,606 
The table below presents our Global Markets operating results.
 
 
Three Months
Ended September
       
Nine Months
Ended September
  
Three Months
Ended March
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
FICC intermediation
 
 
$  2,170
 
 $  1,315   
 
$  8,493
 
 $  4,627  
 
$    3,451
 
   $    2,537 
FICC financing
 
 
332
 
 364    
 
1,213
 
 992  
 
442
 
   432 
FICC
 
 
2,502
 
 1,679   
 
9,706
 
 5,619  
 
3,893
 
   2,969 
Equities intermediation
 
 
1,466
 
 1,080   
 
5,193
 
 3,395  
 
2,586
 
   1,528 
Equities financing
 
 
585
 
 784    
 
1,993
 
 2,285  
 
1,102
 
   666 
Equities
 
 
2,051
 
 1,864    
 
7,186
 
 5,680  
 
3,688
 
   2,194 
Net revenues
 
 
4,553
 
 3,543   
 
16,892
 
 11,299  
 
7,581
 
   5,163 
Provision for credit losses
 
 
(15
 16   
 
236
 
 15  
 
(20
   68 
Operating expenses
 
 
2,542
 
 2,377    
 
10,568
 
 7,810  
 
4,185
 
   2,847 
Pre-tax
earnings
 
 
2,026
 
 1,150   
 
6,088
 
 3,474  
 
3,416
 
   2,248 
Provision for taxes
 
 
122
 
 255    
 
1,742
 
 721  
 
615
 
   225 
Net earnings
 
 
1,904
 
 895   
 
4,346
 
 2,753  
 
2,801
 
   2,023 
Preferred stock dividends
 
 
88
 
 56    
 
261
 
 254  
 
71
 
   59 
Net earnings to common
 
 
$  1,816
 
 $     839    
 
$  4,085
 
 $  2,499  
 
$    2,730
 
   $    1,964 
Average common equity
 
 
$39,960
 
 $38,847   
 
$40,542
 
 $40,670  
 
$  41,044
 
   $  39,797 
Return on average common equity
 
 
18.2%
 
 8.6%    
 
13.4%
 
 8.2%  
 
26.6%
 
   19.7% 
The table below presents our Global Markets net revenues by line item in the consolidated statements of earnings.
 
$ in millions
 FICC    Equities    
Global
Markets
 
 
  FICC    Equities    
Global
Markets
 
 
Three Months Ended September 2020
     
Three Months Ended March 2021
Three Months Ended March 2021
 
Market making
 
 
$1,903
 
  
 
$1,424
 
  
 
$  3,327
 
 
 
$3,259
 
  
 
$2,634
 
  
 
$5,893
 
Commissions and fees
 
 
 
  
 
734
 
  
 
734
 
 
 
 
  
 
1,019
 
  
 
1,019
 
Other principal transactions
 
 
39
 
  
 
(7
  
 
32
 
 
 
108
 
  
 
 
  
 
108
 
Net interest income
 
 
560
 
  
 
(100
  
 
460
 
 
 
526
 
  
 
35
 
  
 
561
 
Total
 
 
$2,502
 
  
 
$2,051
 
  
 
$  4,553
 
 
 
$3,893
 
  
 
$3,688
 
  
 
$7,581
 
Three Months Ended September 2019
     
Three Months Ended March 2020
Three Months Ended March 2020
 
    
Market making
 $1,376    $1,100    $  2,476   $2,334    $1,348    $3,682 
Commissions and fees
      728    728��      980    980 
Other principal transactions
 20    3    23   (20   10    (10
Net interest income
 283    33    316   655    (144   511 
Total
 $1,679    $1,864    $  3,543   $2,969    $2,194    $5,163 
Nine Months Ended September 2020
     
Market making
 
 
$7,803
 
  
 
$4,993
 
  
 
$12,796
 
Commissions and fees
 
 
 
  
 
2,522
 
  
 
2,522
 
Other principal transactions
 
 
(26
  
 
 
  
 
(26
Net interest income
 
 
1,929
 
  
 
(329
  
 
1,600
 
Total
 
 
$9,706
 
  
 
$7,186
 
  
 
$16,892
 
Nine Months Ended September 2019
     
Market making
 $4,372    $3,306    $  7,678 
Commissions and fees
      2,219    2,219 
Other principal transactions
 (5   51    46 
Net interest income
 1,252    104    1,356 
Total
 $5,619    $5,680    $11,299 
 
Goldman Sachs September 2020 Form 10-Q107 112Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
In the table above:
 
The difference between commissions and fees and those in the consolidated statements of earnings represents commissions and fees included in our Consumer & Wealth Management segment.
 
See “Net Revenues” for further information about market making revenues, commissions and fees, other principal transactions revenues and net interest income. See Note 25 to the consolidated financial statements for net interest income by business segment.
 
The primary driver of net revenues for FICC intermediation was client activity.
Operating Environment.
During the thirdfirst quarter of 2020,2021, Global Markets operated in an environment characterized by improving macroeconomicimproved market-making conditions and thestrong client activity. The continued benefit of monetary and fiscal support from central banks and governments globally, amid the persistent uncertainty around the
COVID-19
pandemic. These factors, in conjunctioncombined with improved sentiment onregarding the pace of the economic recovery, contributed to generally higher global equity prices duringand tighter credit spreads compared with the fourth quarter asof 2020. During the first quarter of 2021, the S&P 500 Index rose by 6% and the MSCI World Index both increasedrose by 8%, and tighter credit spreads, as4%. In the same time period, U.S. investment-grade credit spreads tightened by approximately 2015 basis points and U.S. high yieldhigh-yield credit spreads tightened by approximately 9055 basis points. Additionally, marketMarket volatility remainedcontinued to moderate from elevated levels last year, as the average daily VIX was 26 for the third quarter of 2020, higher9% lower than the full year 2019 average of 15, although well below levels experienced in March and April 2020. Client activity remained solid during the quarter, as Equities client volumes remained strong, while FICC client volumes declined from the strong levels of activity in the first halffourth quarter of 2020. If macroeconomic conditions lead to a decline in activity levels or a continued decline in volatility, net revenues in Global Markets would likely be negatively impacted.
Three Months Ended September 2020March 2021 versus September 2019.March 2020.
Net revenues in Global Markets were $4.55$7.58 billion for the thirdfirst quarter of 2020, 29%2021, 47% higher than the thirdfirst quarter of 2019.2020.
Net revenues in FICC were $2.50$3.89 billion, 49%31% higher than the thirdfirst quarter of 2019,2020, due to significantly higher net revenues in FICC intermediation, reflecting significantly higher net revenues across four of our five major businesses.in mortgages and interest rate products and, to a lesser extent, commodities and credit products, partially offset by significantly lower net revenues in currencies. Net revenues in FICC financing were lower, reflectingessentially unchanged, as significantly higher net revenues from lending were offset by significantly lower net revenues in structured credit financing and repurchasefrom resale agreements.
The increase in FICC intermediation net revenues reflected the impact of improved market-making conditions on our inventory.inventory compared with challenging conditions in the prior year period. This increase was partially offset by significantly lower client activity, which remained strong, but declined from highly elevated levels during the first quarter of 2020. The following provides information about our FICC intermediation net revenues by business, compared with results in the thirdfirst quarter of 2019:2020:
Net revenues in mortgages and commodities reflected the impact of improved market-making conditions on our inventory.
 
Net revenues in interest rate products were significantly higher, reflectingand credit products reflected the impact of improved market-making conditions on our inventory, partially offset by lower client activity.
Net revenues in mortgages and commodities were significantly higher, driven by the impact of improved market-making conditions on our inventory.
Net revenues in credit products were significantly higher, primarily reflecting higher client activity.
 
Net revenues in currencies were essentially unchanged as the impact ofreflected lower client activity, partially offset by improved market-making conditions on our inventory was offset by lower client activity.inventory.
Net revenues in Equities were $2.05$3.69 billion, 10%68% higher than the thirdfirst quarter of 2019,2020, due to significantly higher net revenues in both Equities intermediation, reflecting significantly higher net revenues in both derivatives partially offset by lowerand cash products, and Equities financing, reflecting improved market conditions and increased activity (including higher average customer balances in our Prime business).
During the quarter, the events related to Archegos Capital, a client with highly concentrated and leveraged positions, did not result in a loss to us or otherwise have a material impact on the net revenues in cash products. In addition, net revenues in Equities financing were significantly lower, due to higher net funding costs, includingof Global Markets. As part of our risk management process, we identified the impactrisk early and took prompt action consistent with the terms of lower yields on our GCLA.contract with the client.
Provision for credit losses was $(15)a net benefit of $20 million for the thirdfirst quarter of 2020,2021, compared with $16net provisions of $68 million for the thirdfirst quarter of 2019.2020.
Operating expenses were $2.54 billion for the third quarter of 2020, 7% higher than the third quarter of 2019, primarily due to higher net provisions for litigation and regulatory proceedings.
Pre-tax
earnings were $2.03 billion for the third quarter of 2020, 76% higher than the third quarter of 2019.
Nine Months Ended September 2020 versus September 2019.
Net revenues in Global Markets were $16.89$4.19 billion for the first nine monthsquarter of 2020, 49%2021, 47% higher than the first nine monthsquarter of 2019.
Net revenues in FICC were $9.71 billion, 73% higher than the first nine months of 2019,2020, primarily due to significantly higher net revenues in FICC intermediation, reflecting significantlycompensation and benefits expenses (reflecting strong performance).
Pre-tax
earnings were $3.42 billion for the first quarter of 2021, 52% higher net revenues across all major businesses. In addition, net revenues in FICC financing were significantly higher, driven by repurchase agreements.
than the first quarter of 2020.
 
113Goldman Sachs March 2021 Form 10-Q Goldman Sachs September 2020 Form 10-Q108

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
The increase in FICC intermediation net revenues reflected significantly higher client activity. The following provides information about our FICC intermediation net revenues by business, compared with results in the first nine months of 2019:
Net revenues in interest rate products and credit products were significantly higher, reflecting higher client activity, partially offset by the impact of challenging market-making conditions on our inventory.
Net revenues in commodities were significantly higher, reflecting the impact of improved market-making conditions on our inventory and higher client activity.
Net revenues in currencies and mortgages were significantly higher, driven by higher client activity.
Net revenues in Equities were $7.19 billion, 27% higher than the first nine months of 2019, due to significantly higher net revenues in Equities intermediation, reflecting significantly higher net revenues in both derivatives and cash products, partially offset by lower net revenues in Equities financing, reflecting higher net funding costs, including the impact of lower yields on our GCLA and the cancellation of dividends in Europe in the first half of 2020.
Provision for credit losses was $236 million for the first nine months of 2020, compared with $15 million for the first nine months of 2019. This increase reflected forecasts of expected deterioration in the broader economic environment (incorporating the accounting for credit losses under the CECL standard) reflecting the impact of the
COVID-19
pandemic. See Note 3 to the consolidated financial statements for further information about ASU
No. 2016-13.
Operating expenses were $10.57 billion for the first nine months of 2020, 35% higher than the first nine months of 2019, reflecting significantly higher net provisions for litigation and regulatory proceedings, significantly higher compensation and benefits expenses (reflecting significantly higher net revenues) and higher brokerage, clearing, exchange and distribution fees.
Pre-tax
earnings were $6.09 billion for the first nine months of 2020, 75% higher than the first nine months of 2019. Net provisions for litigation and regulatory proceedings reduced annualized ROE by 6.1 percentage points for the first nine months of 2020.
Asset Management
We manage client assets across a broad range of investment strategies and asset classes for a diverse set of institutional clients and a network of third-party distributors around the world, including equity, fixed income and alternative investments. We provide investment solutions including those managed on a fiduciary basis by our portfolio managers, as well as those managed by a variety of third-party managers. We offer our investment solutions in a variety of structures, including separately managed accounts, mutual funds, private partnerships and other comingled vehicles. These solutions begin with identifying clients’ objectives and continue through portfolio construction, ongoing asset allocation and risk management and investment realization.
In addition to managing client assets, we invest in alternative investments across a range of asset classes that seek to deliver long-term accretive risk-adjusted returns. Our investing activities, which are typically longer term, include investments in corporate equity, credit, real estate and infrastructure assets.
Asset Management generates revenues from the following:
 
Management and other fees.
The majority of revenues in management and other fees consists
of asset-based fees on client assets that we manage. For further information about AUS, see “Assets Under Supervision” below. The fees that we charge vary by asset class, distribution channel and the types of services provided, and are affected by investment performance, as well as asset inflows and redemptions.
 
Incentive fees.
In certain circumstances, we also receive incentive fees based on a percentage of a fund’s or a separately managed account’s return, or when the return exceeds a specified benchmark or other performance targets. Such fees include overrides, which consist of the increased share of the income and gains derived primarily from our private equity and credit funds when the return on a fund’s investments over the life of the fund exceeds certain threshold returns. Incentive fees are recognized when it is probable that a significant reversal of such fees will not occur.
 
Equity investments.
Our alternative investing activities relate to public and private equity investments in corporate, real estate and infrastructure assets. We also make investments through consolidated investment entities (CIEs), substantially all of which are engaged in real estate investment activities.
 
Lending and debt investments.
We invest in corporate debt and provide financing for real estate and other assets. These activities include investments in mezzanine debt, senior debt and distressed debt securities.
The table below presents our Asset Management asset
s
.
  As of 
$ in millions
 
 

March

2021
 

 
   
December
2020
 
 
Cash and cash equivalents
 
 
$  8,361
 
   $
  
  8,635
 
Collateralized agreements
 
 
3,643
 
   4,749 
Customer and other receivables
 
 
1,103
 
   1,261 
Trading assets
 
 
3,363
 
   6,819 
Investments
 
 
34,336
 
   34,386 
Loans
 
 
16,585
 
   16,558 
Other assets
 
 
22,303
 
   23,343 
Total
 
 
$89,694
 
   $
  
95,751
 
The table below presents our Asset Management operating results.
  
Three Months
Ended March
 
$ in millions
 
 
2021
 
   2020 
Management and other fees
 
 
$    
    
693
 
   $       640 
Incentive fees
 
 
42
 
   154 
Equity investments
 
 
3,120
 
   (22
Lending and debt investments
 
 
759
 
   (868
Net revenues
 
 
4,614
 
   (96
Provision for credit losses
 
 
53
 
   79 
Operating expenses
 
 
1,890
 
   1,198 
Pre-tax
earnings/(loss)
 
 
2,671
 
   (1,373
Provision/(benefit) for taxes
 
 
481
 
   (137
Net earnings/(loss)
 
 
2,190
 
   (1,236
Preferred stock dividends
 
 
25
 
   14 
Net earnings/(loss) to common
 
 
$  2,165
 
   $
    
(1,250
 
Average common equity
 
 
$24,604
 
   $
  
21,156
 
Return on average common equity
 
 
35.2%
 
   (23.6)% 
The table below presents our Equity investments net revenues by equity type and asset class.
  
Three Months
Ended March
 
$ in millions
 
 
2021
 
   2020 
Equity Type
   
Private equity
 
 
$  2,781
 
   $       462 
Public equity
 
 
339
 
   (484
Total
 
 
$  3,120
 
   $        (22
 
Asset Class
   
Real estate
 
 
$    
    
300
 
   $       551 
Corporate
 
 
2,820
 
   (573
Total
 
 
$  3,120
 
   $        (22
Operating Environment.
In the first quarter of 2021, the operating environment for Asset Management improved, as generally higher global equity prices and tighter corporate credit spreads, aided by optimism about the economic recovery and continued support from central banks and governments globally, provided a more favorable backdrop for asset management activities and investments. If optimism about the economic outlook declines or the ongoing efforts to mitigate the impact of the
COVID-19
pandemic are ineffective, it may lead to a decline in asset prices, widening of credit spreads, and investors transitioning to asset classes that typically generate lower fees or investors withdrawing their assets, and net revenues in Asset Management would likely be negatively impacted.
 
Goldman Sachs September 2020 Form 10-Q109 114Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
The table below presents our Asset Management assets.
  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
Cash and cash equivalents
 
 
$  8,726
 
   $  6,756 
Collateralized agreements
 
 
5,273
 
   3,433 
Customer and other receivables
 
 
973
 
   1,579 
Trading assets
 
 
6,386
 
   5,266 
Investments
 
 
33,182
 
   37,096 
Loans
 
 
16,966
 
   17,101 
Other assets
 
 
23,391
 
   20,871 
Total
 
 
$94,897
 
   $92,102 
The table below presents our Asset Management operating results.
  
Three Months
Ended September
       
Nine Months
Ended September
 
$ in millions
 
 
2020
 
  2019    
 
2020
 
  2019 
Management and other fees
 
 
$    
 
728
 
  $     660   
 
$  2,052
 
  $  1,934 
Incentive fees
 
 
28
 
  24   
 
216
 
  85 
Equity investments
 
 
1,423
 
  596   
 
2,325
 
  2,900 
Lending and debt investments
 
 
589
 
  341    
 
180
 
  1,043 
Net revenues
 
 
2,768
 
  1,621   
 
4,773
 
  5,962 
Provision for credit losses
 
 
70
 
  81   
 
420
 
  154 
Operating expenses
 
 
1,358
 
  1,176    
 
3,888
 
  3,526 
Pre-tax
earnings
 
 
1,340
 
  364   
 
465
 
  2,282 
Provision for taxes
 
 
482
 
  86    
 
133
 
  473 
Net earnings
 
 
858
 
  278   
 
332
 
  1,809 
Preferred stock dividends
 
 
19
 
  14    
 
59
 
  56 
Net earnings to common
 
 
$    
 
839
 
  $     264    
 
$    
 
273
 
  $  1,753 
 
Average common equity
 
 
$19,989
 
  $22,320   
 
$20,332
 
  $21,199 
Return on average common equity
 
 
16.8%
 
  4.7%    
 
1.8%
 
  11.0% 
The table below presents our Equity investments net revenues by equity type and asset class.
  Three Months
Ended September
       
Nine Months
Ended September
 
$ in millions
 
 
2020
 
  2019    
 
2020
 
  2019 
Equity Type
     
Private equity
 
 
$    
 
642
 
  $     863   
 
$  1,392
 
  $  2,675 
Public equity
 
 
781
 
  (267   
 
933
 
  225 
Total
 
 
$  1,423
 
  $     596    
 
$  2,325
 
  $  2,900 
 
Asset Class
     
Real estate
 
 
$    
 
221
 
  $     582   
 
$  1,259
 
  $  1,347 
Corporate
 
 
1,202
 
  14    
 
1,066
 
  1,553 
Total
 
 
$  1,423
 
  $     596    
 
$  2,325
 
  $  2,900 
Operating Environment.
During the third quarter of 2020, continued improvements in the broader economic environment from the earlier impact of the
COVID-19
pandemic positively impacted financial markets, which along with improving sentiment on the pace of the economic recovery, contributed to generally higher global equity prices and fixed income asset prices compared with the end of the second quarter of 2020 and provided a more favorable backdrop for asset management activities and investments. If the
COVID-19
pandemic persists, asset prices may decline, credit spreads may widen, and investors may continue to transition to asset classes that typically generate lower fees or investors may continue to withdraw their assets. As a result, net revenues in Asset Management would likely be negatively impacted.
Three Months Ended September 2020March 2021 versus September 2019.March 2020.
Net revenues in Asset Management were $2.77$4.61 billion for the thirdfirst quarter of 2021, compared with $(96) million for the first quarter of 2020, 71% higher than the third quarter of 2019,primarily reflecting significantly higherstrong net revenues in Equity investments and Lending and debt investments, and highercompared with net losses in the prior year period due to a challenging operating environment. In addition, Management and other fees from our institutional and third-party distribution asset management clients.were higher, while Incentive fees were essentially unchanged.significantly lower.
The increase in Equity investments net revenues for the first quarter of 2021 reflected significantly higher net gains from investments in private equities and net gains from investments in public equities in the third quarter of 2020 compared with net losses in the third quarter of 2019. This increase was partially offset by significantly lower net gains from investments in private equities.prior year period. Net gains from investments in private equities for the third quarter of 2020 were primarilylargely driven by company-specific events, such as fundraisings,sales and capital markets activities and sales.raises.
The increase in Lending and debt investments net revenues was due to significantly higherfor the first quarter of 2021 included net gains, reflecting tighter corporate credit spreads during the quarter.quarter, compared with significant net losses in the prior year period. Lending and debt investments net revenues included approximately $275$300 million of net interest income forin the thirdfirst quarter of 2020. 2021.
The increase in Management and other fees reflected the impact of higher average AUS, partially offset by a lower average effective management fee waivers on money market funds. The decrease in Incentive fees was due to shifts in the mix of client assets and strategies.a strong prior year period.
Provision for credit losses was $70$53 million for the thirdfirst quarter of 2020, 14% lower than2021, compared with $79 million for the thirdfirst quarter of 2019.2020.
Operating expenses were $1.36$1.89 billion for the thirdfirst quarter of 2021, 58% higher than the first quarter of 2020, 15% higher than the third quarter of 2019, primarily due to significantly higher compensation and benefits expenses (reflecting significantly higher net revenues)strong performance).
Pre-tax
earnings were $1.34 billion for the third quarter of 2020, compared with $364 million for the third quarter of 2019.
Nine Months Ended September 2020 versus September 2019.
Net revenues in Asset Management were $4.77$2.67 billion for the first nine monthsquarter of 2020, 20% lower than the first nine months of 2019, reflecting significantly lower net revenues in both Lending and debt investments and Equity investments, partially offset by significantly higher Incentive fees and higher Management and other fees from our institutional and third-party distribution asset management clients.
The decrease in Lending and debt investments net revenues reflected net losses across debt investments for the first nine months of 2020, primarily within our multi-strategy investing portfolio. Lending and debt investments net revenues included approximately $725 million of net interest income for the first nine months of 2020.
115Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
The decrease in Equity investments net revenues reflected significantly lower net gains from investments in private equities, partially offset by significantly higher net gains from investments in public equities. Net gains from investments in private equities for the first nine months of 2020 were primarily driven by company-specific events, largely from sales.
The increase in Incentive fees was driven by harvesting and the increase in Management and other fees reflected the impact of higher average AUS, partially offset by a lower average effective management fee due to shifts in the mix of client assets and strategies.
Provision for credit losses was $420 million for the first nine months of 2020,2021, compared with $154 million for the first nine monthsa
pre-tax
loss of 2019. This increase reflected forecasts of expected deterioration in the broader economic environment (incorporating the accounting for credit losses under the CECL standard) reflecting the impact of the
COVID-19
pandemic and higher impairments related to the private credit and real estate portfolios. See Note 3 to the consolidated financial statements for further information about ASU
No. 2016-13.
Operating expenses were $3.89$1.37 billion for the first nine monthsquarter of 2020.
During the quarter, we had gross sales or announced the sale of $1.5 billion of private equity investments. Since the beginning of 2020, 10% higher than the first nine months of 2019, primarily due to higher compensation and benefits expenses and significantly higher expensesthese sales or announced sales have totaled $4.7 billion (with a related to consolidated investments, including impairments. Pre-tax earnings were $465 million for the first nine months of 2020, 80% lower than the first nine months of 2019. $2.3 billion in required capital).
Consumer & Wealth Management
Consumer & Wealth Management helps clients achieve their individual financial goals by providing a broad range of wealth advisory and banking services, including financial planning, investment management, deposit taking, and lending. Services are offered through our global network of advisors and via our digital platforms.
Wealth Management.
Wealth management provides tailored wealth advisory services to clients across the wealth spectrum. We operate globally serving individuals, families, family offices, and select foundations and endowments. Our relationships are established directly or introduced through corporations that sponsor financial wellness programs for their employees.
We offer personalized financial planning inclusive of income and liability management, compensation and benefits analysis, trust and estate structuring, tax optimization, philanthropic giving, and asset protection. We also provide customized investment advisory solutions, and offer structuring and execution capabilities in security and derivative products across all major global markets. We leverage a broad, open-architecture investment platform and our global execution capabilities to help clients achieve their investment goals. In addition, we offer clients a full range of private banking services, including a variety of deposit alternatives and loans that our clients use to finance investments in both financial and nonfinancial assets, bridge cash flow timing gaps or provide liquidity and flexibility for other needs.
Wealth management generates revenues from the following:
 
Management and other fees.
Includes fees related to managing assets, providing investing and wealth advisory solutions, providing financial planning and counseling services via our subsidiary, The Ayco Company, L.P.,Personal Finance Management, and executing brokerage transactions for wealth management clients.
 
Incentive fees.
In certain circumstances, we also receive incentive fees from wealth management clients based on a percentage of a fund’s return, or when the return exceeds a specified benchmark or other performance targets. Such fees include overrides, which consist of the increased share of the income and gains derived primarily from our private equity and credit funds when the return on a fund’s investments over the life of the fund exceeds certain threshold returns. Incentive fees are recognized when it is probable that a significant reversal of such fees will not occur.
 
Private banking and lending.
Includes net interest income allocated to deposit-taking and net interest income earned on lending activities for wealth management clients.
Goldman Sachs March 2021 Form 10-Q110

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Consumer Banking.
Our Consumer banking business issues unsecured loans, through our digital platform,
Marcus by Goldman Sachs
(Marcus),
and credit cards, to finance the purchases of goods or services. We also accept deposits through Marcus, primarily throughin Goldman Sachs Bank USA (GS Bank USA) and Goldman Sachs International Bank (GSIB), that are used as a source of funding.GSIB. These deposits include savings and time deposits which provide us with a diversified source of funding that reduces our reliance on wholesale funding. Additionally, we provide investing services through
Marcus Invest
, currently offered in the U.S.
Consumer banking revenues consist of net interest income earned on unsecured loans issued to consumers through Marcus and credit card lending activities, and net interest income allocated to consumer deposits.
Goldman Sachs September 2020 Form 10-Q116

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
The table below presents our Consumer & Wealth Management assets.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Cash and cash equivalents
 
 
$  25,321
 
   $18,670  
 
$  30,491
 
   $  25,814 
Collateralized agreements
 
 
13,649
 
   8,675  
 
12,728
 
   12,518 
Customer and other receivables
 
 
6,172
 
   6,173  
 
8,488
 
   7,132 
Trading assets
 
 
16,528
 
   13,087  
 
11,753
 
   17,969 
Investments
 
 
43
 
   50  
 
52
 
   52 
Loans
 
 
35,700
 
   34,127  
 
42,227
 
   39,799 
Other assets
 
 
3,185
 
   3,015  
 
3,176
 
   3,145 
Total
 
 
$100,598
 
   $83,797  
 
$108,915
 
   $106,429 
The table below presents our Consumer & Wealth Management operating results.
 
 Three Months
Ended September
        Nine Months
Ended September
  
Three Months
Ended March
 
$ in millions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Management and other fees
 
 
$  
 
957
 
 $   881   
 
$2,854
 
 $2,508  
 
$    1,077
 
   $      
    
959
 
Incentive fees
 
 
7
 
 21   
 
86
 
 62  
 
26
 
   69 
Private banking and lending
 
 
201
 
 199    
 
538
 
 589  
 
264
 
   182 
Wealth management
 
 
1,165
 
 1,101   
 
3,478
 
 3,159  
 
1,367
 
   1,210 
Consumer banking
 
 
326
 
 217    
 
866
 
 636  
 
371
 
   282 
Net revenues
 
 
1,491
 
 1,318   
 
4,344
 
 3,795  
 
1,738
 
   1,492 
Provision for credit losses
 
 
52
 
 103   
 
537
 
 302  
 
60
 
   168 
Operating expenses
 
 
1,237
 
 1,091    
 
3,680
 
 3,237  
 
1,499
 
   1,244 
Pre-tax
earnings
 
 
202
 
 124   
 
127
 
 256  
 
179
 
   80 
Provision for taxes
 
 
66
 
 27    
 
36
 
 53  
 
32
 
   8 
Net earnings
 
 
136
 
 97   
 
91
 
 203  
 
147
 
   72 
Preferred stock dividends
 
 
10
 
 4    
 
29
 
 20  
 
10
 
   6 
Net earnings to common
 
 
$  
 
126
 
 $     93    
 
$    
 
62
 
 $   183  
 
$      
    
137
 
   $      
    
  66
 
Average common equity
 
 
$8,519
 
 $6,213   
 
$7,715
 
 $6,027  
 
$  10,244
 
   $    7,002 
Return on average common equity
 
 
5.9%
 
 6.0%    
 
1.1%
 
 4.0%  
 
5.3%
 
   3.8% 
Operating Environment.
During the thirdfirst quarter of 2021, improved market and economic conditions contributed to a more favorable backdrop for consumer banking and wealth management activities. Global equity prices generally increased and, in the U.S., unemployment decreased and consumer spending increased compared with the fourth quarter of 2020, aided by optimism about the economic recovery and continued improvements insupport from central banks and governments globally. If optimism about the broader economic environment fromoutlook declines or the earlierongoing efforts to mitigate the impact of the
COVID-19
pandemic positively impacted financial markets, which along with improving sentiment on the pace of the economic recovery, contributedare ineffective, it may lead to generally higher global equity prices and fixed incomea decline in asset prices, compared with the end of the second quarter of 2020. Additionally, economic indicators, such as retail spending and the unemployment rate in the U.S., continued to generally improve during the quarter. If the
COVID-19
pandemic persists, asset prices may decline, investors may continue to favorfavoring asset classes that typically generate lower fees, investors may withdrawwithdrawing their assets and consumers may withdrawwithdrawing their deposits or deterioration in consumer credit, may deteriorate. As a result,and net revenues and the provision for credit losses in Consumer & Wealth Management would likely be negatively impacted.
Three Months Ended September 2020March 2021 versus September 2019.March 2020.
Net revenues in Consumer & Wealth Management were $1.49$1.74 billion for the thirdfirst quarter of 2020, 13%2021, 16% higher than the thirdfirst quarter of 2019.2020.
Net revenues in Wealth management were $1.17$1.37 billion, 6%13% higher than the thirdfirst quarter of 2019,2020, primarily due to higher Management and other fees, primarily reflecting the impact of higher average AUS and higher transaction volumes, partially offset by a lower average effective management fee due to shifts in the mix of client assets and strategies. Incentive fees were lower, while netAUS. Net revenues in Private banking and lending were essentially unchanged.higher, primarily reflecting higher net interest income from lending, while Incentive fees were lower.
Net revenues in Consumer banking were $326$371 million, 50% higher than the third quarter of 2019, primarily reflecting higher credit card loan balances.
Provision for credit losses was $52 million for the third quarter of 2020, 50% lower than the third quarter of 2019, reflecting reserve reductions from paydowns on consumer installment loans, partially offset by growth in credit card loans.
Operating expenses were $1.24 billion for the third quarter of 2020, 13% higher than the third quarter of 2019, primarily due to higher compensation and benefits expenses (reflecting higher net revenues).
Pre-tax
earnings were $202 million for the third quarter of 2020, 63% higher than the third quarter of 2019.
Nine Months Ended September 2020 versus September 2019.
Net revenues in Consumer & Wealth Management were $4.34 billion for the first nine months of 2020, 14%32% higher than the first nine monthsquarter of 2019.
Net revenues in Wealth management were $3.48 billion, 10% higher than the first nine months of 2019, due to higher Management and other fees, primarily2020, reflecting the impact of higher average AUS, the impact of the consolidation of GS Personal Financial Management and higher transaction volumes, partially offset by a lower average effective management fee due to shifts in the mix of client assets and strategies. Incentive fees were also higher, while net revenues in Private banking and lending were lower, primarily reflecting lower interest rates.
Net revenues in Consumer banking were $866 million, 36% higher than the first nine months of 2019, due to higher credit card loan and deposit balances.
Provision for credit losses was $537$60 million for the first nine monthsquarter of 2020, 78%2021, 64% lower than the first quarter of 2020. The first quarter of 2021 included $180 million of provisions related to the pending acquisition of the General Motors
co-branded
credit card portfolio, partially offset by a benefit from reserve reductions reflecting continued improvement in the broader economic environment.
Operating expenses were $1.50 billion for the first quarter of 2021, 20% higher than the first nine monthsquarter of 2019,2020, primarily reflecting growth in credit card loans.
Operatingdue to significantly higher compensation and benefits expenses (reflecting strong performance).
Pre-tax
earnings were $3.68 billion$179 million for the first nine monthsquarter of 2020, 14%2021, 124% higher than the first nine monthsquarter of 2019, primarily due to higher expenses related to the impact of the consolidation of GS Personal Financial Management and our credit card activities.
Pre-tax
earnings were $127 million for the first nine months of 2020, 50% lower than the first nine months of 2019.2020.
 
117111 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Assets Under Supervision
AUS includes our institutional clients’ assets and assets sourced through third-party distributors (both included in our Asset Management segment), as well as
high-net-worth
clients’ assets (included in our Consumer & Wealth Management segment), where we earn a fee for managing assets on a discretionary basis. This includes net assets in our mutual funds, hedge funds, credit funds, private equity funds, real estate funds, and separately managed accounts for institutional and individual investors. AUS also includes client assets invested with third-party managers, private bank deposits and advisory relationships where we earn a fee for advisory and other services, but do not have investment discretion. AUS does not include the self-directed brokerage assets of our clients.
The table below presents information about our firmwide
period-end
AUS by segment, asset class, distribution channel, region and vehicle.
 
 As of September  As of March 
$ in billions
 
 
2020
 
   2019  
 
2021
 
   2020 
Segment
      
Asset Management
 
 
$1,461
 
   $1,232  
 
$1,567
 
   $1,309 
Consumer & Wealth Management
 
 
575
 
   530  
 
637
 
   509 
Total AUS
 
 
$2,036
 
   $1,762  
 
$2,204
 
   $1,818 
Asset Class
      
Alternative investments
 
 
$  
 
182
 
   $   182  
 
$  
    
197
 
   $  
    
178
 
Equity
 
 
421
 
   392  
 
516
 
   335 
Fixed income
 
 
856
 
   784  
 
885
 
   771 
Total long-term AUS
 
 
1,459
 
   1,358  
 
1,598
 
   1,284 
Liquidity products
 
 
577
 
   404  
 
606
 
   534 
Total AUS
 
 
$2,036
 
   $1,762  
 
$2,204
 
   $1,818 
Distribution Channel
      
Institutional
 
 
$  
 
725
 
   $   679  
 
$  
    
762
 
   $  
    
657
 
Wealth management
 
 
575
 
   530  
 
637
 
   509 
Third-party distributed
 
 
736
 
   553  
 
805
 
   652 
Total AUS
 
 
$2,036
 
   $1,762  
 
$2,204
 
   $1,818 
Region
      
Americas
 
 
$1,563
 
   $1,331  
 
$1,723
 
   $1,396 
EMEA
 
 
305
 
   263  
 
316
 
   264 
Asia
 
 
168
 
   168  
 
165
 
   158 
Total AUS
 
 
$2,036
 
   $1,762  
 
$2,204
 
   $1,818 
Vehicle
      
Separate accounts
 
 
$1,120
 
   $1,044  
 
$1,208
 
   $1,001 
Public funds
 
 
673
 
   540  
 
732
 
   622 
Private funds and other
 
 
243
 
   178  
 
264
 
   195 
Total AUS
 
 
$2,036
 
   $1,762  
 
$2,204
 
   $1,818 
In the table above:
 
Liquidity products includes money market funds and private bank deposits.
 
EMEA represents Europe, Middle East and Africa.
Asset classes, such as alternative investment and equity assets, typically generate higher fees relative to fixed income and liquidity product assets. The average effective management fee (which excludes
non-asset-based
fees) we earned on our firmwide AUS was 29 basis points for both the three and nine months ended September 2020March 2021 and 3231 basis points for both the three and nine months ended September 2019.March 2020. This decrease primarily reflected shiftsthe impact of fee waivers on money market funds in the mixfirst quarter of client assets and strategies.2021.
We earn management fees on client assets that we manage and also receive incentive fees based on a percentage of a fund’s or a separately managed account’s return, or when the return exceeds a specified benchmark or other performance targets. These incentive fees are recognized when it is probable that a significant reversal of such fees will not occur. Our estimated unrecognized incentive fees were $1.41$2.15 billion as of September 2020March 2021 and $1.63$1.79 billion as of December 2019.2020. Such amounts are based on the completion of the funds’ financial statements, which is generally one quarter in arrears. These fees will be recognized, assuming no decline in fair value, if and when it is probable that a significant reversal of such fees will not occur, which is generally when such fees are no longer subject to fluctuations in the market value of the assets of the funds.assets.
The table below presents changes in our AUS.
 
 Three Months
Ended September
     Nine Months
Ended September
  Three Months
Ended March
 
$ in billions
 
 
2020
 
 2019    
 
2020
 
 2019  
 
2021
 
   2020 
Asset Management
        
Beginning balance
 
 
$1,499
 
 $1,171   
 
$1,298
 
 $1,087  
 
$1,530
 
   $1,298 
Net inflows/(outflows):
        
Alternative investments
 
 
(3
 (1  
 
(6
 3  
 
3
 
   (1
Equity
 
 
(5
 26   
 
 
 33  
 
3
 
   2 
Fixed income
 
 
22
 
 11    
 
35
 
 39  
 
16
 
   7 
Total long-term AUS net inflows/(outflows)
 
 
14
 
 36   
 
29
 
 75  
 
22
 
   8 
Liquidity products
 
 
(86
 12    
 
101
 
 2  
 
29
 
   66 
Total AUS net inflows/(outflows)
 
 
(72
 48   
 
130
 
 77  
 
51
 
   74 
Net market appreciation/(depreciation)
 
 
34
 
 13    
 
33
 
 68  
 
(14
   (63
Ending balance
 
 
$1,461
 
 $1,232    
 
$1,461
 
 $1,232  
 
$1,567
 
   $1,309 
Consumer & Wealth Management
        
Beginning balance
 
 
$  
 
558
 
 $   489   
 
$  
 
561
 
 $   455  
 
$  
    
615
 
   $  
    
561
 
Net inflows/(outflows):
        
Alternative investments
 
 
2
 
 9   
 
2
 
 7  
 
2
 
    
Equity
 
 
 
 15   
 
 
 11  
 
11
 
   1 
Fixed income
 
 
2
 
 9    
 
(6
 13  
 
2
 
   (8
Total long-term AUS net inflows/(outflows)
 
 
4
 
 33   
 
(4
 31  
 
15
 
   (7
Liquidity products
 
 
(4
 5    
 
14
 
 5  
 
(6
   6 
Total AUS net inflows/(outflows)
 
 
 
 38   
 
10
 
 36  
 
9
 
   (1
Net market appreciation/(depreciation)
 
 
17
 
 3    
 
4
 
 39  
 
13
 
   (51
Ending balance
 
 
$  
 
575
 
 $   530    
 
$  
 
575
 
 $   530  
 
$  
    
637
 
   $  
    
509
 
Firmwide
        
Beginning balance
 
 
$2,057
 
 $1,660   
 
$1,859
 
 $1,542  
 
$2,145
 
   $1,859 
Net inflows/(outflows):
        
Alternative investments
 
 
(1
 8   
 
(4
 10  
 
5
 
   (1
Equity
 
 
(5
 41   
 
 
 44  
 
14
 
   3 
Fixed income
 
 
24
 
 20    
 
29
 
 52  
 
18
 
   (1
Total long-term AUS net inflows/(outflows)
 
 
18
 
 69   
 
25
 
 106  
 
37
 
   1 
Liquidity products
 
 
(90
 17    
 
115
 
 7  
 
23
 
   72 
Total AUS net inflows/(outflows)
 
 
(72
 86   
 
140
 
 113  
 
60
 
   73 
Net market appreciation/(depreciation)
 
 
51
 
 16    
 
37
 
 107  
 
(1
   (114
Ending balance
 
 
$2,036
 
 $1,762    
 
$2,036
 
 $1,762  
 
$2,204
 
   $1,818 
 
Goldman Sachs September 2020March 2021 Form 10-Q 118112

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
In the table above:
Total AUS net inflows/(outflows) for the three and nine months ended September 2019 included $58 billion of inflows (substantially all in equity and fixed income assets) in connection with the acquisitions of Standard & Poor’s Investment Advisory Services (SPIAS) and GS Personal Financial Management. SPIAS was included in the Asset Management segment and GS Personal Financial Management was included in the Consumer & Wealth Management segment.
Total AUS net inflows/(outflows) for the nine months ended September 2019 included $13 billion of inflows (substantially all in equity and fixed income assets) in connection with the acquisition of Rocaton Investment Advisors, which was included in the Asset Management segment.
The table below presents information about our average monthly firmwide AUS by segment and asset class.
 
 Average for the 
 Three Months
Ended September
            Nine Months
Ended September
  
Average for the
Three Months
Ended March
 
$ in billions
 
 
2020
 
   2019    
 
2020
 
   2019  
 
2021
 
   2020 
Segment
          
Asset Management
 
 
$1,512
 
   $1,214   
 
$1,412
 
   $1,155  
 
$1,532
 
   $1,295 
Consumer & Wealth Management
 
 
571
 
   514    
 
555
 
   491  
 
624
 
   546 
Total AUS
 
 
$2,083
 
   $1,728    
 
$1,967
 
   $1,646  
 
$2,156
 
   $1,841 
Asset Class
          
Alternative investments
 
 
$  
 
181
 
   $   177   
 
$  
 
182
 
   $   173  
 
$  
    
193
 
   $  
    
183
 
Equity
 
 
418
 
   380   
 
398
 
   350  
 
490
 
   392 
Fixed income
 
 
844
 
   771    
 
815
 
   734  
 
895
 
   796 
Total long-term AUS
 
 
1,443
 
   1,328   
 
1,395
 
   1,257  
 
1,578
 
   1,371 
Liquidity products
 
 
640
 
   400    
 
572
 
   389  
 
578
 
   470 
Total AUS
 
 
$2,083
 
   $1,728    
 
$1,967
 
   $1,646  
 
$2,156
 
   $1,841 
In addition to our AUS, we have discretion over alternative investments where we currently do not earn management fees
(non-fee-earning
alternative assets).
The table below presents information about our AUS for alternative assets,
non-fee-earning
alternative assets and total alternative assets.
 
$ in billions
 AUS    
Non-fee-earning

alternative assets
 
 
   

Total
alternative
assets
 
 
 
 
 
AUS
 
   
Non-fee-earning

alternative assets
 
 
   
Total
alternative
assets
 
 
 
As of September 2020
     
As of March 2021
     
Corporate equity
 
 
$  79
 
  
 
$  42
 
  
 
$121
 
 
 
$  81
 
  
 
$  57
 
  
 
$138
 
Credit
 
 
18
 
  
 
61
 
  
 
79
 
 
 
20
 
  
 
73
 
  
 
93
 
Real estate
 
 
16
 
  
 
44
 
  
 
60
 
 
 
18
 
  
 
46
 
  
 
64
 
Hedge funds and multi-asset
 
 
69
 
  
 
1
 
  
 
70
 
 
 
78
 
  
 
1
 
  
 
79
 
Other
 
 
 
  
 
1
 
  
 
1
 
 
 
 
  
 
1
 
  
 
1
 
Total
 
 
$182
 
  
 
$149
 
  
 
$331
 
 
 
$197
 
  
 
$178
 
  
 
$375
 
As of September 2019
     
As of March 2020
     
Corporate equity
 $  80    $  37    $117   $  80    $  40    $120 
Credit
 13    48    61   15    49    64 
Real estate
 12    44    56   13    45    58 
Hedge funds and multi-asset
 77    1    78   70    1    71 
Other
      1    1       1    1 
Total
 $182    $131    $313   $178    $136    $314 
In the table above:
 
Substantially all corporate equity is private equity.
 
Total alternative assets included uncalled capital that is available for future investing of $37$43 billion as of September 2020March 2021 and $30$31 billion as of September 2019.March 2020.
 
Non-fee-earning
alternative assets primarily includes investments that we hold on our balance sheet, our unfunded commitments, unfunded commitments of our clients (where we do not charge fees on commitments), credit facilities collateralized by fund assets and employee funds. Our calculation of
non-fee-earning
alternative assets may not be comparable to similar calculations used by other companies.
In the beginning of 2020, we announced a strategic objective of growing our third-party alternatives business, and established targets of achieving net inflows of $100 billion and gross inflows of $150 billion for alternative assets over five years. During 2020 and through the first quarter of 2021, we raised approximately $53 billion in third-party commitments for alternative assets. As of March 2021, approximately $22 billion of these commitments were included in AUS, as they were generating fees. The remaining approximately $31 billion of such commitments were included in
non-fee-earning
alternative assets in the table above, approximately $23 billion of which will begin to earn fees (and become AUS), if and when the commitments are drawn and assets are invested.
The table below presents information about alternative investments in our Asset Management segment that we hold on our balance sheet.
 
$ in billions
 Loans   
Debt
securities
 
 
  
Equity
securities
 
 
  
CIE
investments
and other
 
 
 
 Total   Loans    
Debt
securities
 
 
   
Equity
securities
 
 
   
CIE
investments
and other
 
 
 
   Total 
As of September 2020
 
As of March 2021
         
Corporate equity
 
 
$  
 
 
 
 
$  
 
 
 
 
$16
 
 
 
$  
 
 
 
 
$16
 
 
 
$
    
  –
 
  
 
$
    
  –
 
  
 
$16
 
  
 
$
    
  –
 
  
 
$16
 
Credit
 
 
8
 
 
 
11
 
 
 
 
 
 
 
 
 
19
 
 
 
8
 
  
 
12
 
  
 
 
  
 
 
  
 
20
 
Real estate
 
 
9
 
 
 
2
 
 
 
3
 
 
 
20
 
 
 
34
 
 
 
8
 
  
 
2
 
  
 
3
 
  
 
19
 
  
 
32
 
Other
 
 
 
 
 
 
 
 
 
 
 
1
 
 
 
1
 
 
 
 
  
 
 
  
 
 
  
 
1
 
  
 
1
 
Total
 
 
$17
 
 
 
$13
 
 
 
$19
 
 
 
$21
 
 
 
$70
 
 
 
$16
 
  
 
$14
 
  
 
$19
 
  
 
$20
 
  
 
$69
 
As of September 2019
 
As of March 2020
         
Corporate equity
 $  
 
  $  
 
  $18  $  
 
  $18   $
    
  –
    $
    
  –
    $16    $
    
  –
    $16 
Credit
 7  10        17   8    10            18 
Real estate
 9  3  4  17  33   8    3    5    19    35 
Other
          1  1               1    1 
Total
 $16  $13  $22  $18  $69   $16    $13    $21    $20    $70 
113Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Loans and Debt Securities.
The table below presents the concentration of loans and debt securities within our alternative investments by accounting classification, region and industry.
 
$ in billions
 
 
As of
September 2020March 2021
 
 
Loans
 
 
$1716
 
Debt securities
 
 
1314
 
Total
 
 
$30
 
 
Accounting Classification
 
Debt securities at fair value
 
 
43%45%
 
Loans at amortized cost
 
 
44%43%
 
Loans at fair value
 
 
13%12%
 
Total
 
 
100%
 
 
Region
 
Americas
 
 
46%
 
EMEA
 
 
33%
 
Asia
 
 
21%
 
Total
 
 
100%
 
 
Industry
 
Consumers
 
 
4%5%
 
Financial Institutions
 
 
8%7%
 
Healthcare
 
 
8%
 
Industrials
 
 
16%
 
Natural Resources & Utilities
 
 
4%
 
Real Estate
 
 
35%
 
Technology, Media & Telecommunications
 
 
13%15%
 
Other
 
 
12%10%
 
Total
 
 
100%
 
119Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Equity.
The table below presents the concentration of equity securities within our alternative investments by vintage, region and industry.
 
$ in billions
 
 
As of
September 2020March 2021
 
 
Equity securities
 
 
$19
 
 
Vintage
 
20132014 or earlier
 
 
32%31%
 
2014 - 20162015 – 2017
 
 
35%38%
 
2017 -2018 – thereafter
 
 
33%31%
 
Total
 
 
100%
 
 
Region
 
Americas
 
 
52%48%
 
EMEA
 
 
16%21%
 
Asia
 
 
32%31%
 
Total
 
 
100%
 
 
Industry
 
Financial Institutions
 
 
23%20%
 
Healthcare
 
 
8%
 
Industrials
 
 
5%
 
Natural Resources & Utilities
 
 
7%8%
 
Real Estate
 
 
18%
 
Technology, Media & Telecommunications
 
 
33%
 
Other
 
 
6%8%
 
Total
 
 
100%
 
In the table above:
 
Equity securities included $16$17 billion of private equity positions and $3$2 billion of public equity positions that converted from private equity upon the initial public offeringofferings of the underlying company.companies.
 
Real estate equity securities consisted of 2%3% of multifamily, 3% of office, 6% of mixed use and 7%6% of other real estate equity securities.
CIE Investments and Other.
CIE investments and other included assets held by CIEs of $21$19 billion, which were funded with liabilities of approximately $12$10 billion as of September 2020.March 2021. Substantially all such liabilities were nonrecourse, thereby reducing our equity at risk.
The table below presents the concentration of CIE assets, net of financings, within our alternative investments by vintage, region and asset class.
 
$ in billions
 
 
As of
September 2020March 2021
 
 
CIE assets, net of financings
 
 
$9
 
 
Vintage
2014 or earlier
2%
2015 – 2017
30%
2018 – thereafter
68%
Total
100%
Region
 
Americas
 
 
62%63%
 
EMEA
 
 
21%22%
 
Asia
 
 
17%15%
 
Total
 
 
100%
 
 
Asset Class
 
Hospitality
 
 
4%
 
Industrials
 
 
8%9%
 
Multifamily
 
 
24%25%
 
Office
 
 
30%26%
 
Retail
 
 
6%
 
Senior Housing
 
 
12%13%
 
Student Housing
 
 
7%
 
Other
 
 
9%10%
 
Total
 
 
100%
 
Geographic Data
See Note 25 to the consolidated financial statements for a summary of our total net revenues and
pre-tax
earnings by geographic region.
 
Goldman Sachs September 2020March 2021 Form 10-Q 120114

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Balance Sheet and Funding Sources
Balance Sheet Management
One of our risk management disciplines is our ability to manage the size and composition of our balance sheet. While our asset base changes due to client activity, market fluctuations and business opportunities, the size and composition of our balance sheet also reflects factors, including (i) our overall risk tolerance, (ii) the amount of equity capital we hold and (iii) our funding profile, among other factors. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for information about our equity capital management process.
Although our balance sheet fluctuates on a
day-to-day
basis, our total assets at
quarter-end
and
year-end
dates are generally not materially different from those occurring within our reporting periods.
In order to ensure appropriate risk management, we seek to maintain a sufficiently liquid balance sheet and have processes in place to dynamically manage our assets and liabilities, which include (i) balance sheet planning, (ii) balance sheet limits, (iii) monitoring of key metrics and (iv) scenario analyses.
Balance Sheet Planning.
We prepare a balance sheet plan that combines our projected total assets and composition of assets with our expected funding sources over a three-year time horizon. This plan is reviewed quarterly and may be adjusted in response to changing business needs or market conditions. The objectives of this planning process are:
 
To develop our balance sheet projections, taking into account the general state of the financial markets and expected business activity levels, as well as regulatory requirements;
 
To allow Treasury and our independent risk oversight and control functions to objectively evaluate balance sheet limit requests from our revenue-producing units in the context of our overall balance sheet constraints, including our liability profile and equity capital levels, and key metrics; and
 
To inform the target amount, tenor and type of funding to raise, based on our projected assets and contractual maturities.
Treasury and our independent risk oversight and control functions, along with our revenue-producing units, review current and prior period information and expectations for the year to prepare our balance sheet plan. The specific information reviewed includes asset and liability size and composition, limit utilization, risk and performance measures, and capital usage.
Our consolidated balance sheet plan, including our balance sheets by business, funding projections and projected key metrics, is reviewed and approved by the Firmwide Asset Liability Committee and the Risk Governance Committee. See “Risk Management — Overview and Structure of Risk Management” for an overview of our risk management structure.
Balance Sheet Limits.
The Firmwide Asset Liability Committee and the Risk Governance Committee have the responsibility to review and approve balance sheet limits. These limits are set at levels which are close to actual operating levels, rather than at levels which reflect our maximum risk appetite, in order to ensure prompt escalation and discussion among our revenue-producing units, Treasury and our independent risk oversight and control functions on a routine basis. Requests for changes in limits are evaluated after giving consideration to their impact on our key metrics. Compliance with limits is monitored by our revenue-producing units and Treasury, as well as our independent risk oversight and control functions.
Monitoring of Key Metrics.
We monitor key balance sheet metrics both by business and on a consolidated basis, including asset and liability size and composition, limit utilization and risk measures. We allocate assets to businesses and review and analyze movements resulting from new business activity, as well as market fluctuations.
Scenario Analyses.
We conduct various scenario analyses, including as part of the Comprehensive Capital Analysis and Review (CCAR) and U.S. Dodd-Frank Wall Street Reform and Consumer Protection Act Stress Tests (DFAST), as well as our resolution and recovery planning. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for further information about these scenario analyses. These scenarios cover short- and long-term time horizons using various macroeconomic and firm-specific assumptions, based on a range of economic scenarios. We use these analyses to assist us in developing our longer-term balance sheet management strategy, including the level and composition of assets, funding and equity capital. Additionally, these analyses help us develop approaches for maintaining appropriate funding, liquidity and capital across a variety of situations, including a severely stressed environment.
 
121115 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Balance Sheet Analysis and Metrics
As of September 2020,March 2021, total assets in our consolidated balance sheets were $1.13$1.30 trillion, an increase of $139.09$138.52 billion from December 2019,2020, primarily reflecting increases in trading assetscollateralized agreements of $53.07$74.11 billion (primarily reflecting the impact of interest rate movements on derivative instrumentsour and increasesour clients’ activities), customer and other receivables of $43.33 billion (primarily reflecting client activity), cash and cash equivalents of $35.31 billion (primarily reflecting our activities), and partially offset by a decrease in trading assets of $19.41 billion (primarily reflecting our and our clients’ activities in government and agency obligations), customer and other receivables of $36.58 billion (primarily reflecting higherobligations partially offset by client activity), cash and cash equivalents of $19.66 billion (primarily reflecting our activities), and investments of $16.86 billion (primarily reflecting an increaseactivity in U.S. government obligations accounted for as
available-for-sale)equities).
As of September 2020,March 2021, total liabilities in our consolidated balance sheets were $1.04$1.20 trillion, an increase of $136.71$136.79 billion from December 2019,2020, primarily reflecting increases in depositstrading liabilities of $71.22$47.08 billion (primarily reflecting increases in consumer, transaction banking and private bank deposits), trading liabilities of $53.31 billion (primarily reflecting higher client activity in equities and government obligations and partially offset by the impact of interest rate movementsrates on derivative instruments), customer and other payables of $12.54$33.61 billion (primarily reflecting higher client activity), partially offset by a decreasedeposits of $26.06 billion (primarily reflecting increases in institutional, transaction banking and consumer deposits), and collateralized financings of $8.47$18.67 billion (primarily reflecting the impact of our and our clients’ activities).
Our total securities sold under agreements to repurchase agreements,(repurchase agreements), accounted for as collateralized financings, were $101.28$130.61 billion as of September 2020March 2021 and $117.76$126.57 billion as of December 2019,2020, which were 15%6% higher as of September 2020March 2021 and 32%24% higher as of December 20192020 than the average daily amount of repurchase agreements over the respective quarters. As of September 2020,March 2021, the increase in our repurchase agreements relative to the average daily amount of repurchase agreements during the quarter resulted from higher levels of our activity and our clients’ activityactivities at the end of the period.
The level of our repurchase agreements fluctuates between and within periods, primarily due to providing clients with access to highly liquid collateral, such as liquid government and agency obligations, through collateralized financing activities.
The table below presents information about our balance sheet and leverage ratios.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Total assets
 
 
$1,132,059
 
   $992,968  
 
$1,301,548
 
   $1,163,028 
Unsecured long-term borrowings
 
 
$  
 
213,936
 
   $207,076  
 
$  
 
219,044
 
   $   213,481 
Total shareholders’ equity
 
 
$    
 
92,650
 
   $  90,265  
 
$    
 
97,664
 
   $     95,932 
Leverage ratio
 
 
12.2x
 
   11.0x  
 
13.3x
 
   12.1x 
Debt-to-equity
ratio
 
 
2.3x
 
   2.3x  
 
2.2x
 
   2.2x 
In the table above:
 
The leverage ratio equals total assets divided by total shareholders’ equity and measures the proportion of equity and debt we use to finance assets. This ratio is different from the leverage ratios included in Note 20 to the consolidated financial statements.
 
The
debt-to-equity
ratio equals unsecured long-term borrowings divided by total shareholders’ equity.
The table below presents information about our shareholders’ equity and book value per common share, including the reconciliation of common shareholders’ equity to tangible common shareholders’ equity.
 
 As of  As of 
$ in millions, except per share amounts
 
 
September
2020
 
 
   
December
2019
 
 
 
 
March
2021
 
 
   
December
2020
 
 
Total shareholders’ equity
 
 
$ 92,650
 
   $ 90,265  
 
$97,664
 
   $ 95,932 
Preferred stock
 
 
(11,203
   (11,203 
 
(9,203
   (11,203
Common shareholders’ equity
 
 
81,447
 
   79,062  
 
88,461
 
   84,729 
Goodwill and identifiable intangible assets
 
 
(4,965
   (4,837
Goodwill
 
 
(4,332
   (4,332
Identifiable intangible assets
 
 
(575
   (630
Tangible common shareholders’ equity
 
 
$ 76,482
 
   $ 74,225  
 
$83,554
 
   $ 79,767 
Book value per common share
 
 
$ 228.78
 
   $ 218.52  
 
$250.81
 
   $ 236.15 
Tangible book value per common share
 
 
$ 214.84
 
   $ 205.15  
 
$236.90
 
   $ 222.32 
In the table above:
 
Tangible common shareholders’ equity is calculated as total shareholders’ equity less preferred stock, goodwill and identifiable intangible assets. We believe that tangible common shareholders’ equity is meaningful because it is a measure that we and investors use to assess capital adequacy. Tangible common shareholders’ equity is a
non-GAAP
measure and may not be comparable to similar
non-GAAP
measures used by other companies.
 
Book value per common share and tangible book value per common share are based on common shares outstanding and restricted stock units granted to employees with no future service requirements and not subject to performance conditions (collectively, basic shares) of 356.0352.7 million as of September 2020March 2021 and 361.8358.8 million as of December 2019.2020. We believe that tangible book value per common share (tangible common shareholders’ equity divided by basic shares) is meaningful because it is a measure that we and investors use to assess capital adequacy. Tangible book value per common share is a
non-GAAP
measure and may not be comparable to similar
non-GAAP
measures used by other companies.
 
Goldman Sachs September 2020March 2021 Form 10-Q 122116

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Funding Sources
Our primary sources of funding are deposits, collateralized financings, unsecured short- and long-term borrowings, and shareholders’ equity. We seek to maintain broad and diversified funding sources globally across products, programs, markets, currencies and creditors to avoid funding concentrations.
The table below presents information about our funding sources.
 
 As of  As of 
$ in millions
 
 
September 2020
 
   December 2019  
 
March 2021
 
  December 2020 
Deposits
 
 
$261,234
 
  
 
35%
 
   $190,019    28%  
 
$286,018
 
 
 
33%
 
  $259,962   33% 
Collateralized financings
 
 
143,548
 
  
 
19%
 
   152,018    22%  
 
192,620
 
 
 
23%
 
  173,947   22% 
Unsecured short-term borrowings
 
 
48,028
 
  
 
6%
 
   48,287    7%  
 
58,463
 
 
 
7%
 
  52,870   6% 
Unsecured long-term borrowings
 
 
213,936
 
  
 
28%
 
   207,076    30%  
 
219,044
 
 
 
26%
 
  213,481   27% 
Total shareholders’ equity
 
 
92,650
 
  
 
12%
 
   90,265    13%  
 
97,664
 
 
 
11%
 
  95,932   12% 
Total
 
 
$759,396
 
  
 
100%
 
   $687,665    100%  
 
$853,809
 
 
 
100%
 
  $796,192   100% 
Our funding is primarily raised in U.S. dollar, Euro, British pound and Japanese yen. We generally distribute our funding products through our own sales force and third-party distributors to a large, diverse creditor base in a variety of markets in the Americas, Europe and Asia. We believe that our relationships with our creditors are critical to our liquidity. Our creditors include banks, governments, securities lenders, corporations, pension funds, insurance companies, mutual funds and individuals. We have imposed various internal guidelines to monitor creditor concentration across our funding programs.
Deposits.
Our deposits provide us with a diversified source of funding and reduce our reliance on wholesale funding. We raise deposits, including savings, demand and time deposits, from private bank clients, consumers, transaction banking clients, other institutional clients, and through internal and third-party broker-dealers. OurSubstantially all of our deposits are primarily raised through GS Bank USA and GSIB. See Note 13 to the consolidated financial statements for further information about our deposits.
Secured Funding.
We fund a significant amount of inventory and a portion of investments on a secured basis. Secured funding includes collateralized financings in the consolidated balance sheets. We may also pledge our inventory and investments as collateral for securities borrowed under a securities lending agreement. We also use our own inventory and investments to cover transactions in which we or our clients have sold securities that have not yet been purchased. Secured funding is less sensitive to changes in our credit quality than unsecured funding, due to our posting of collateral to our lenders. Nonetheless, we analyze the refinancing risk of our secured funding activities, taking into account trade tenors, maturity profiles, counterparty concentrations, collateral eligibility and counterparty rollover probabilities. We seek to mitigate our refinancing risk by executing term trades with staggered maturities, diversifying counterparties, raising excess secured funding and
pre-funding
residual risk through our GCLA.
We seek to raise secured funding with a term appropriate for the liquidity of the assets that are being financed, and we seek longer maturities for secured funding collateralized by asset classes that may be harder to fund on a secured basis, especially during times of market stress. Our secured funding, excluding funding collateralized by liquid government and agency obligations, is primarily executed for tenors of one month or greater and is primarily executed through term repurchase agreements and securities loaned contracts.
The weighted average maturity of our secured funding included in collateralized financings in the consolidated balance sheets, excluding funding that can only be collateralized by liquid government and agency obligations,
exceeded 120 days as of September 2020.March 2021.
Assets that may be harder to fund on a secured basis during times of market stress include certain financial instruments in the following categories: mortgage and other asset-backed loans and securities,
non-investment-grade
corporate debt securities, equity securities and emerging market securities. Assets that are classified in level 3 of the fair value hierarchy are generally funded on an unsecured basis. See Notes 4 through 10 to the consolidated financial statements for further information about the classification of financial instruments in the fair value hierarchy and “Unsecured Long-Term Borrowings” below for further information about the use of unsecured long-term borrowings as a source of funding.
We also raise financing through other types of collateralized financings, such as secured loans and notes. GS Bank USA has access to funding from the Federal Home Loan Bank. Our outstanding borrowings against the Federal Home Loan Bank were $501 million$1.60 billion as of September 2020March 2021 and $527 millionwe had no outstanding borrowings as of December 2019.2020. Additionally, we have access to funding through the Federal Reserve discount window. However, we do not rely on this funding in our liquidity planning and stress testing.
Unsecured Short-Term Borrowings.
A significant portion of our unsecured short-term borrowings was originally long-term debt that is scheduled to mature within one year of the reporting date. We use unsecured short-term borrowings, including U.S. and
non-U.S.
hybrid financial instruments and commercial paper, to finance liquid assets and for other cash management purposes. In light ofaccordance with regulatory developments,requirements, Group Inc. no longer issuesdoes not issue debt with an original maturity of less than one year, other than to its subsidiaries. See Note 14 to the consolidated financial statements for further information about our unsecured short-term borrowings.
 
123117 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Unsecured Long-Term Borrowings.
Unsecured long-term borrowings, including structured notes, are raised through syndicated U.S. registered offerings, U.S. registered and Rule 144A medium-term note programs, offshore medium-term note offerings and other debt offerings. We issue in different tenors, currencies and products to maximize the diversification of our investor base.
The table below presents our quarterly unsecured long-term borrowings maturity profile.
 
$ in millions
 
 
First
Quarter
 
 
  
 
Second
Quarter
 
 
  
 
Third
Quarter
 
 
  
 
Fourth
Quarter
 
 
  
 
Total
 
 
 
First
Quarter
 
 
 
 
Second
Quarter
 
 
 
 
Third
Quarter
 
 
 
 
Fourth
Quarter
 
 
 
 
Total
 
As of September 2020
 
      
2021
 
 
$         –
 
  
 
$       –
 
  
 
$       –
 
  
 
$9,062
 
  
 
$    9,062
 
As of March 2021
As of March 2021
 
   
2022
 
 
$  7,004
 
  
 
$6,406
 
  
 
$6,858
 
  
 
$6,244
 
  
 
26,512
 
 
 
$         –
 
 
 
$7,603
 
 
 
$6,920
 
 
 
$6,322
 
 
 
$  20,845
 
2023
 
 
$10,293
 
  
 
$6,647
 
  
 
$8,398
 
  
 
$4,408
 
  
 
29,746
 
 
 
$14,459
 
 
 
$6,685
 
 
 
$8,358
 
 
 
$7,546
 
 
 
37,048
 
2024
 
 
$  6,409
 
  
 
$4,201
 
  
 
$6,039
 
  
 
$3,078
 
  
 
19,727
 
 
 
$  8,803
 
 
 
$4,518
 
 
 
$5,910
 
 
 
$3,412
 
 
 
22,643
 
2025
 
 
$  7,231
 
  
 
$8,861
 
  
 
$5,849
 
  
 
$4,492
 
  
 
26,433
 
 
 
$  7,036
 
 
 
$8,716
 
 
 
$5,825
 
 
 
$4,873
 
 
 
26,450
 
2026 - thereafter
             
 
102,456
 
2026
 
 
$  6,288
 
 
 
$2,925
 
 
 
$4,279
 
 
 
$6,020
 
 
 
19,512
 
2027 – thereafter
2027 – thereafter
 
       
 
92,546
 
Total
             
 
$213,936
 
         
 
$219,044
 
The weighted average maturity of our unsecured long-term borrowings as of September 2020March 2021 was approximately seven years. To mitigate refinancing risk, we seek to limit the principal amount of debt maturing over the course of any monthly, quarterly or annual time horizon. We enter into interest rate swaps to convert a portion of our unsecured long-term borrowings into floating-rate obligations to manage our exposure to interest rates. See Note 14 to the consolidated financial statements for further information about our unsecured long-term borrowings.
Shareholders’ Equity.
Shareholders’ equity is a stable and perpetual source of funding. See Note 19 to the consolidated financial statements for further information about our shareholders’ equity.
Equity Capital Management and Regulatory Capital
Capital adequacy is of critical importance to us. We have in place a comprehensive capital management policy that provides a framework, defines objectives and establishes guidelines to assist us in maintaining the appropriate level and composition of capital in both
business-as-usual
and stressed conditions.
Equity Capital Management
We determine the appropriate amount and composition of our equity capital by considering multiple factors, including our current and future regulatory capital requirements, the results of our capital planning and stress testing process, the results of resolution capital models and other factors, such as rating agency guidelines, subsidiary capital requirements, the business environment and conditions in the financial markets.
We manage our capital requirements and the levels of our capital usage principally by setting limits on the balance sheet and/or limits on risk, in each case at both the firmwide and business levels.
We principally manage the level and composition of our equity capital through issuances and repurchases of our common stock.
We may issue, redeem or repurchase our preferred stock, junior subordinated debt issued to trusts, and other subordinated debt or other forms of capital as business conditions warrant. Prior to such redemptions or repurchases, we must receive approval from the Board of Governors of the Federal Reserve System (FRB). See Notes 14 and 19 to the consolidated financial statements for further information about our preferred stock, junior subordinated debt issued to trusts and other subordinated debt.
Capital Planning and Stress Testing Process.
As part of capital planning, we project sources and uses of capital given a range of business environments, including stressed conditions. Our stress testing process is designed to identify and measure material risks associated with our business activities, including market risk, credit risk and operational risk, as well as our ability to generate revenues.
Goldman Sachs September 2020 Form 10-Q124

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Our capital planning process incorporates an internal capital adequacy assessment with the objective of ensuring that we are appropriately capitalized relative to the risks in our businesses. We incorporate stress scenarios into our capital planning process with a goal of holding sufficient capital to ensure we remain adequately capitalized after experiencing a severe stress event. Our assessment of capital adequacy is viewed in tandem with our assessment of liquidity adequacy and is integrated into our overall risk management structure, governance and policy framework.
Goldman Sachs March 2021 Form 10-Q118

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Our stress tests incorporate our internally designed stress scenarios, including our internally developed severely adverse scenario, and those required under CCAR and DFAST,by the FRB, and are designed to capture our specific vulnerabilities and risks. We provide further information about our stress test processes and a summary of the results on our website as described in “Available Information.”
As required by the FRB’s CCAR rules, we submit an annual capital plan for review by the FRB. The purpose of the FRB’s review is to ensure that we have a robust, forward-looking capital planning process that accounts for our unique risks and that permits continued operation during times of economic and financial stress. We submitted our 20202021 CCAR capital plan in April 20202021 and publishedexpect to publish a summary of our annual DFAST results in June 2020.2021. See “Available Information.”
The FRB evaluates us based, in part, on whether we have the capital necessary to continue operating under the baseline and severely adverse scenarios provided by the FRB and those developed internally. This evaluation also takes into account our process for identifying risk, our controls and governance for capital planning, and our guidelines for making capital planning decisions. In addition, the FRB evaluates our plan to make capital distributions (i.e., dividend payments and repurchases or redemptions of stock, subordinated debt or other capital securities) and issue capital, across the range of macroeconomic scenarios and firm-specific assumptions. The FRB determines the stressed capital buffer (SCB)SCB applicable to us based on its own annual stress test. The SCB under the Standardized approach is calculated as (i) the difference between our starting and minimum projected CET1 capital ratios under the supervisory severely adverse scenario and (ii) our planned common stock dividends for each of the fourth through seventh quarters of the planning horizon, expressed as a percentage of risk-weighted assets (RWAs).
With respect toBased on our April 2020 CCAR submission, the FRB notified us thathas set our SCB beginning onat 6.6% for the period from October 1, 2020 is 6.6%, bringingthrough September 30, 2021. As required by the FRB, we resubmitted our Standardized CET12020 capital ratio requirementplan in November 2020. The FRB has not changed our SCB as a result of this resubmission but has extended the time period during which it can recalculate our SCB to 13.6%.June 30, 2021. In light of the impact of the
COVID-19
pandemic on the economy, the FRB required all large bank holding companies (BHCs) to suspend stock repurchases through the fourth quarter of 2020 and to not to increase common stock dividends or pay common stock dividends in excess of their average net income over the pastprior four quarters. TheBeginning in 2021, the FRB is also requiring large BHCsmodified these restrictions by permitting stock repurchases and common stock dividends subject to resubmit their capital plansthe conditions that, in November 2020 underaggregate, such amounts do not exceed the updated baselineaverage net income over the prior four quarters and severely adverse scenarios,that common stock dividends not be increased in the first half of 2021. We resumed common stock repurchases in the first quarter of 2021 and a new alternative severe scenario. The FRB will use this submissioncontinued to conduct a second round of stress tests to further evaluate the resiliency of BHCs. The FRB will release firm-specific results by the end of the year. We plan to maintainpay both common and preferred dividends,dividends. We also expect to continue repurchasing our common stock in the second quarter of 2021, at close to the levels of the first quarter of 2021 (excluding repurchases that offset equity-based compensation), while complying with the SCB rule.these capital restrictions. In addition, we will continue deploying capital to our businesses where returns are accretive and otherwise return it to our shareholders as permitted by the FRB.accretive.
GS Bank USA has its own capital planning process, but wasis not required to conductsubmit its annual stress test results to the FRB in 2020.2021. Based on growth in GS Bank USA’s average balance sheet, it will be subjectrequired to this requirement beginningsubmit its annual stress test results in 2022. GSI, GSIB and Goldman Sachs International (GSI) and GSIBBank Europe SE (GSBE) also have their own capital planning and stress testing process, which incorporates internally designed stress tests developed in accordance with the guidelines of the Prudential Regulation Authority (PRA).their respective regulators.
Contingency Capital Plan.
As part of our comprehensive capital management policy, we maintain a contingency capital plan. Our contingency capital plan provides a framework for analyzing and responding to a perceived or actual capital deficiency, including, but not limited to, identification of drivers of a capital deficiency, as well as mitigants and potential actions. It outlines the appropriate communication procedures to follow during a crisis period, including internal dissemination of information, as well as timely communication with external stakeholders.
119Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Capital Attribution.
We assess each of our businesses’ capital usage based on our internal assessment of risks, which incorporates an attribution of all of our relevant regulatory capital requirements. These regulatory capital requirements are allocated using our attributed equity framework, which takes into consideration our most binding capital constraints. Our most binding capital constraint is based on the results of the FRB’s annual stress test, scenarios which includeincludes the Standardized risk-based capital and leverage ratios.
Effective on January 1, 2021, we adjusted the attributed equity framework in line with the impact of the SCB rule and our SCB of 6.6%, which became effective on October 1, 2020 under the Standardized approach. The adjusted attributed equity framework places greater emphasis on activities that generate significant stress losses and higher Standardized risk weights. As a result of this adjustment, relative to the allocation as of December 2020, the allocation of attributed equity among our segments at the start of this year changed as follows: attributed equity increased by approximately $3.7 billion for Asset Management and approximately $0.7 billion for Consumer & Wealth Management, while attributed equity decreased by approximately $2.3 billion for Global Markets and approximately $2.1 billion for Investment Banking. See “Segment Assets and Operating Results — Segment Operating Results” for information about our average quarterly attributed equity by segment.
125Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Share Repurchase Program.
We use our share repurchase program to help maintain the appropriate level of common equity. The repurchase program is effected primarily through regular open-market purchases (which may include repurchase plans designed to comply with
Rule 10b5-1
and accelerated share repurchases), the amounts and timing of which are determined primarily by our current and projected capital position and our capital plan submitted to the FRB as part of CCAR. The amounts and timing of the repurchases may also be influenced by general market conditions and the prevailing price and trading volumes of our common stock.
As of September 2020,March 2021, the remaining share authorization under our existing repurchase program was 49.741.0 million shares. See “Unregistered Sales of Equity Securities and Use of Proceeds” in Part II, Item 2 of this
Form 10-Q
and Note 19 to the consolidated financial statements for further information about our share repurchase program, and see above for information about our capital planning and stress testing process.
Resolution Capital Models.
In connection with our resolution planning efforts, we have established a Resolution Capital Adequacy and Positioning framework, which is designed to ensure that our major subsidiaries (GS Bank USA, Goldman Sachs & Co. LLC (GS&Co.), GSI, GSIB, Goldman Sachs Japan Co., Ltd. (GSJCL), Goldman Sachs Asset Management, L.P. and, Goldman Sachs Asset Management International)International and GSBE) have access to sufficient loss-absorbing capacity (in the form of equity, subordinated debt and unsecured senior debt) so that they are able to wind-down following a Group Inc. bankruptcy filing in accordance with our preferred resolution strategy.
In addition, we have established a triggers and alerts framework, which is designed to provide the Board of Directors of Group Inc. (Board) with information needed to make an informed decision on whether and when to commence bankruptcy proceedings for Group Inc.
Rating Agency Guidelines
The credit rating agencies assign credit ratings to the obligations of Group Inc., which directly issues or guarantees substantially all of our senior unsecured debt obligations. GS&Co. and GSI have been assigned long- and short-term issuer ratings by certain credit rating agencies. GS Bank USA, GSIB and GSIBGSBE have also been assigned long- and short-term issuer ratings, as well as ratings on their long- and short-term bank deposits. In addition, credit rating agencies have assigned ratings to debt obligations of certain other subsidiaries of Group Inc.
The level and composition of our equity capital are among the many factors considered in determining our credit ratings. Each agency has its own definition of eligible capital and methodology for evaluating capital adequacy, and assessments are generally based on a combination of factors rather than a single calculation. See “Risk Management — Liquidity Risk Management — Credit Ratings” for further information about credit ratings of Group Inc., GS Bank USA, GSIB, GSBE, GS&Co. and GSI.
Goldman Sachs March 2021 Form 10-Q120

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Consolidated Regulatory Capital
We are subject to consolidated regulatory capital requirements which are calculated in accordance with the regulations of the FRB (Capital Framework). Under the Capital Framework, we are an “Advanced approach” banking organization and have been designated as a global systemically important bank
(G-SIB).
The capital requirements calculated in accordance withunder the Capital Framework include the risk-based capital buffers and
G-SIB
surcharge. The risk-based capital buffers, applicable to us as of September 2020, include the capital conservation buffer requirements, which are comprised of a 2.5% andbuffer (under the Advanced Capital Rules), the SCB (under the Standardized Capital Rules), a countercyclical capital buffer which the FRB has set to zero percent. Beginning on October 1, 2020, the SCB replaced the capital conservation buffer under the Standardized(under both Capital Rules. See “Equity Capital Management – Capital PlanningRules) and Stress Testing Process” for further information about our applicable SCB. In addition, the
G-SIB
surcharge applicable to us for 2020(under both Capital Rules). Our
G-SIB
surcharge is 2.5% based on 2018 financial data and 2.5% for 2021 based on 2019 financial data. Based on financial data for the nine months ended September 2020, our current estimate is that we are above the threshold for the 3.0%
G-SIB
surcharge.and 2022. We expect that our
G-SIB
surcharge may remain above the 3% threshold over the next three years. This increase wouldwill be effective on January 1 of the year that is one full calendar year after the increased
G-SIB
surcharge is finalized.3.0% beginning in 2023. The
G-SIB
surcharge and countercyclical capital buffer in the future may differ due to additional guidance from our regulators and/or positional changes.changes, and our SCB is likely to change from year to year based on the results of the annual supervisory stress tests. Our target Standardized CET1 capital ratio over the medium term is between 13.0% and 13.5% (including management buffers)
based upon the execution of our previously announced strategic initiatives and achievement of capital efficiencies.
See Note 20 to the consolidated financial statements for further information about our risk-based capital ratios and leverage ratios, and the Capital Framework.
Goldman Sachs September 2020 Form 10-Q126

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Total Loss-Absorbing Capacity (TLAC)
We are also subject to the FRB’s TLAC and related requirements. Failure to comply with the TLAC and related requirements could result in restrictions being imposed by the FRB and could limit our ability to repurchase shares, pay dividends and make certain discretionary compensation payments.
The table below presents TLAC and external long-term debt requirements.
 
  
 
Requirements
 
TLAC to RWAs
 
 
22.0%
 
TLAC to leverage exposure
 
 
9.5%
 
External long-term debt to RWAs
 
 
8.5%
 
External long-term debt to leverage exposure
 
 
4.5%
 
In the table above:
 
The TLAC to RWAs requirement includes (i) the 18% minimum, (ii) the 2.5% buffer, (iii) the 1.5%
G-SIB
surcharge (Method 1) and (iv) the countercyclical capital buffer, which the FRB has set to zero percent.
 
The TLAC to leverage exposure requirement includes (i) the 7.5% minimum and (ii) the 2.0% leverage exposure buffer.
 
The external long-term debt to RWAs requirement includes (i) the 6% minimum and (ii) the 2.5%
G-SIB
surcharge (Method 2).
 
The external long-term debt to total leverage exposure is the 4.5% minimum.
The table below presents information about our TLAC and external long-term debt ratios.
 
 As of  For the Three Months
Ended or as of
 
$ in millions
 
 
September
2020
 
 
  
December
2019
 
 
 
 

March

2021
 

 
  
December
2020
 
 
TLAC
 
 
$  
 
238,666
 
 $   236,850  
 
$  
 
256,414
 
  $   242,730 
External long-term debt
 
 
$  
 
138,500
 
 $   141,770  
 
$  
 
148,300
 
  $   139,200 
RWAs
 
 
$  
 
599,626
 
 $   563,575  
 
$  
 
629,801
 
  $   609,750 
Leverage exposure
 
 
$1,301,868
 
 $1,375,467  
 
$1,450,252
 
  $1,332,937 
TLAC to RWAs
 
 
39.8%
 
 42.0%  
 
40.7%
 
  39.8% 
TLAC to leverage exposure
 
 
18.3%
 
 17.2%  
 
17.7%
 
  18.2% 
External long-term debt to RWAs
 
 
23.1%
 
 25.2%  
 
23.5%
 
  22.8% 
External long-term debt to leverage exposure
 
 
10.6%
 
 10.3%  
 
10.2%
 
  10.4% 
In the table above:
 
TLAC includes common and preferred stock, and eligible long-term debt issued by Group Inc. Eligible long-term debt represents unsecured debt, which has a remaining maturity of at least one year and satisfies additional requirements.
 
External long-term debt consists of eligible long-term debt subject to a haircut if it is due to be paid between one and two years.
 
RWAs represent Advanced RWAs as of September 2020both March 2021 and Standardized RWAs as of December 2019.2020. In accordance with the TLAC rules, the higher of Advanced or Standardized RWAs are used in the calculation of TLAC and external long-term debt ratios and applicable requirements.
 
121Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Leverage exposure consists of average adjusted total assets and certain
off-balance
sheet exposures. As of September 2020, leverageLeverage exposure excluded average holdings of U.S. Treasury securities and average deposits at the Federal Reserve
as permitted by the FRB under a temporary amendment. Effective April 1, 2021, the amendment permitting this exclusion expired and, as a result, the TLAC and external long-term debt to leverage exposure ratios for the three months ended June 2021 will not reflect the impact of the temporary amendment to exclude the holdings of such assets. This temporary amendment is effective throughhad the effect of increasing the TLAC to leverage exposure ratio and the external long-term debt to leverage ratio. The impact of this temporary amendment was an increase to (i) the TLAC to leverage exposure ratio of 2.2 percentage points for the three months ended March 31, 2021.2021 and 2.4 percentage points for the three months ended December 2020, and (ii) the external long-term debt to leverage exposure ratio of 1.2 percentage points for the three months ended March 2021 and 1.3 percentage points for the three months ended December 2020.
See “Business — Regulation” in Part I, Item 1 of the 20192020
Form 10-K
for further information about TLAC.
Subsidiary Capital Requirements
Many of our subsidiaries, including our bank and broker-dealer subsidiaries, are subject to separate regulation and capital requirements of the jurisdictions in which they operate.
Bank Subsidiaries.
GS Bank USA is our primary U.S. banking subsidiary and GSIB isand GSBE are our primary
non-U.S.
banking subsidiary.subsidiaries. These entities are subject to regulatory capital requirements. See Note 20 to the consolidated financial statements for further information about the regulatory capital requirements of our bank subsidiaries.
U.S. Regulated Broker-Dealer Subsidiaries.
GS&Co. is our primary U.S. regulated broker-dealer subsidiary and is subject to regulatory capital requirements, including those imposed by the SEC and the Financial Industry Regulatory Authority, Inc. In addition, GS&Co. is a registered futures commission merchant and is subject to regulatory capital requirements imposed by the CFTC, the Chicago Mercantile Exchange and the National Futures Association.
Rule 15c3-1
of the SEC and Rule 1.17 of the CFTC specify uniform minimum net capital requirements, as defined, for their registrants, and also effectively require that a significant part of the registrants’ assets be kept in relatively liquid form. GS&Co. has elected to calculate its minimum capital requirements in accordance with the “Alternative Net Capital Requirement” as permitted by
Rule 15c3-1.
127Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
GS&Co. had regulatory net capital, as defined by
Rule 15c3-1,
of $20.90$20.01 billion as of September 2020March 2021 and $20.88$22.38 billion as of December 2019,2020, which exceeded the amount required by $17.08$15.98 billion as of September 2020March 2021 and $18.15$18.45 billion as of December 2019.2020. In addition to its alternative minimum net capital requirements, GS&Co. is also required to hold tentative net capital in excess of $1 billion and net capital in excess of $500 million in accordance with the market and credit risk standards of Appendix E of
Rule 15c3-1.
GS&Co. is also required to notify the SEC in the event that its tentative net capital is less than $5 billion. As of both September 2020March 2021 and December 2019,2020, GS&Co. had tentative net capital and net capital in excess of both the minimum and the notification requirements.
Non-U.S.
Regulated Broker-Dealer Subsidiaries.
Our principal
non-U.S.
regulated broker-dealer subsidiaries include GSI and GSJCL.
GSI, our U.K. broker-dealer, is regulated by the PRAPrudential Regulation Authority (PRA) and the Financial Conduct Authority (FCA).
GSI is subject to the U.K. capital framework, for E.U.-regulated financial institutionswhich is predominantly aligned with the E.U. capital framework prescribed in the amended E.U. Fourth Capital Requirements Directive (CRD) and the E.U. Capital Requirements Regulation (CRR). These capital regulations are largely based on the Basel Committee on Banking Supervision’s (Basel Committee) capital framework for strengthening international capital standards (Basel III).
The table below presents GSI’s risk-based capital requirements.
 
 As of  As of 
 
 
September
2020
 
 
  
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Risk-based capital requirements
     
CET1 capital ratio
 
 
8.2%
 
 8.8%  
 
8.1%
 
   8.1% 
Tier 1 capital ratio
 
 
10.2%
 
 10.8%  
 
9.9%
 
   10.0% 
Total capital ratio
 
 
12.7%
 
 13.4%  
 
12.4%
 
   12.5% 
In the table above, the risk-based capital requirements incorporate capital guidance received from the PRA and could change in the future.
Goldman Sachs March 2021 Form 10-Q122

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
The table below presents information about GSI’s risk-based capital ratios.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
  
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Risk-based capital and risk-weighted assets
       
CET1 capital
 
 
$  26,013
 
 $  24,142  
 
$  27,235
 
   $  26,962 
Tier 1 capital
 
 
$  34,313
 
 $  32,442  
 
$  35,535
 
   $  35,262 
Tier 2 capital
 
 
$    5,377
 
 $    5,374  
 
$    5,377
 
   $    5,377 
Total capital
 
 
$  39,690
 
 $  37,816  
 
$  40,912
 
   $  40,639 
RWAs
 
 
$242,669
 
 $206,669  
 
$268,976
 
   $252,355 
Risk-based capital ratios
       
CET1 capital ratio
 
 
10.7%
 
 11.7%  
 
10.1%
 
   10.7% 
Tier 1 capital ratio
 
 
14.1%
 
 15.7%  
 
13.2%
 
   14.0% 
Total capital ratio
 
 
16.4%
 
 18.3%  
 
15.2%
 
   16.1% 
In the table above, CET1 capital, Tier 1 capital and Total capital as of September 2020 excludedMarch 2021 include GSI’s undistributed profits from JulyJanuary 1, 20202021 through September 30, 2020, as suchMarch 2021 (which will be finalized upon verification by GSI’s external auditors). These profits have not yet been approved to be included as regulatory capital by the PRA.
In November 2016, the European Commission proposed amendmentscontributed approximately 20 basis points to the CRRrisk-based capital ratios.
GSI will become subject to implement a 3%
PRA-required
leverage ratio requirement for certain E.U. financial institutions. This leverage ratio compares the CRR’s definition of Tier 1 capital to a measure of leverage exposure, defined as the sum of certain assets plus certain
off-balance
sheet exposures (which include a measure of derivatives, securities financing transactions, commitments and guarantees), less Tier 1 capital deductions. The required leverage ratiothat is expected to become effective for GSI on June 28, 2021.in January 2022 and is similar to the E.U. capital framework’s minimum 3% leverage ratio requirement. GSI had a leverage ratio of 4.6%4.2% as of both September 2020March 2021 and December 2019. GSI’s leverage ratio4.7% as of September 2020 excludedDecember 2020. Tier 1 capital as of March 2021 included GSI’s undistributed profits from JulyJanuary 1, 20202021 through September 30, 2020, as suchMarch 2021 (which will be finalized upon verification by GSI’s external auditors). These profits have not yet been approvedcontributed approximately 6 basis points to be included as regulatory capital by the PRA.leverage ratio. This leverage ratio is based on our current interpretation and understanding of this rule and may evolve as we discuss the interpretation and application of this rule with GSI’s regulators.
GSI is also subject to a minimum requirement for own funds and eligible liabilities issued to affiliates. This requirement is subject to a transitional period which began to phase in from January 1, 2019 and will become fully effective onbeginning in January 1, 2022. As of Septemberboth March 2021 and December 2020, GSI was in compliance with this requirement.
GSJCL, our Japanese broker-dealer, is regulated by Japan’s Financial Services Agency. GSJCL and certain other
non-U.S.
subsidiaries are also subject to capital requirements promulgated by authorities of the countries in which they operate. As of both September 2020March 2021 and December 2019,2020, these subsidiaries were in compliance with their local capital requirements.
Goldman Sachs September 2020 Form 10-Q128

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Regulatory and Other Matters
Regulatory Matters
Our businesses are subject to extensive regulation and supervision worldwide. Regulations have been adopted or are being considered by regulators and policy makers worldwide. Given that many of the new and proposed rules are highly complex, the full impact of regulatory reform will not be known until the rules are implemented and market practices develop under the final regulations.
See “Business — Regulation” in Part I, Item 1 of the 20192020
Form 10-K
for further information about the laws, rules and regulations and proposed laws, rules and regulations that apply to us and our operations.
Other Matters
Brexit.
In March 2017, the U.K. government commenced the formal proceedings to withdraw from the E.U.
The E.U. and the U.K. agreed to a withdrawal agreement (the Withdrawal Agreement), which became effective on January 31, 2020. The transition period under the Withdrawal Agreement will last until the end of December 2020 to allow the two sides to negotiate a future trade agreement. During the transition period, the U.K. will be treated as if it were a member state of the E.U. and therefore the existing arrangements between the U.K. and the E.U. will not change. The Withdrawal Agreement provides for the possibility of an extension of the transition period for either one or two more years. However, the U.K. formally confirmed to the E.U. in June 2020 that it will not seek an extension period beyond December 31, 2020.
The E.U. and the U.K. have not yet completed their assessments of equivalence, based upon the existing
non-E.U.
country equivalence regimes and there is increasing uncertainty as to the likelihood of those assessments being in place by the end of the transition period. We are monitoring the ongoing development related to Brexit and continue to prepare for a scenario where the U.K. financial services firms will lose access to E.U. markets on December 31, 2020 (a “hard” Brexit) while ensuring we remain flexible and well positioned to allow our clients to benefit from any more favorable scenarios. Our planning also recognizes that after the end of the transition period, we can rely on a degree of continuing access for our U.K. entities pursuant to national cross-border access regimes in certain jurisdictions (for example, based on specific licenses or exemptions). See “Regulatory Matters and Other Developments — Other Developments” in Part II, Item 7 of the 2019
Form 10-K
for further information about our plan to manage a hard Brexit scenario.
Replacement of Interbank Offered Rates (IBORs), including LIBOR.
Central banks and regulators in a number of major jurisdictions (for example, U.S., U.K., E.U., Switzerland and Japan) have convened working groups to find, and implement the transition to suitable replacements for IBORs. In March 2021, the FCA and the Intercontinental Exchange Benchmark Authority announced that the publication of all EUR and CHF LIBOR settings along with certain JPY, GBP and USD LIBOR settings will cease after December 31, 2021 and the publication of the most commonly used USD LIBOR settings will cease after June 30, 2023. The FCA plans to consult the market on publishing synthetic rates for certain GBP and JPY LIBOR settings for a limited time. In April 2021, the State of New York approved legislation which regulates LIBOR, has announcedminimizes legal and economic uncertainty for contracts that it will not compel panel banks to contribute to LIBOR after 2021. In the first quarter of 2020, the FCA, alongside the Bank of Englandare governed by New York law and the members of the Working Group on Sterling Risk-Free Reference Rates, issued a statement reaffirminghave no fallback provisions or have fallback provisions that firms cannot relyare based on LIBOR being published afterby providing a statutory framework to replace LIBOR with a benchmark rate based on the Secured Overnight Financing Rate (SOFR). The U.S. federal banking agencies have also issued guidance strongly encouraging banking organizations to cease using USD LIBOR as a reference rate in new contracts as soon as practicable and in any event by December 31, 2021. In October 2020, the International Swaps
123Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Derivatives Association (ISDA) launched theAnalysis
The IBOR Fallbacks Protocol, which will becomebecame effective in January 2021, and will provideprovides derivatives market participants with new fallbacks for legacy and new derivatives contracts. Both counterparties will have to adhere to the Fallbacks Protocol or engage in bilateral amendments for the terms to be effective for derivative contracts. We have adhered to the Fallbacks Protocol for our eligible derivative contracts. We continue to make progress on ourThe International Swaps and Derivatives Association (ISDA) confirmed that the FCA’s formal announcement in March 2021 fixed the spread adjustment for all LIBOR transition program in line with this deadline. rates and that fallbacks will automatically occur for outstanding derivatives contracts that incorporate the relevant terms.
We have created a program in place that focuses on achieving an orderly transition from IBORs to alternative risk-free reference rates for us and our clients.clients, and continue to make progress on our transition program. As part of this transition, we continue to actively engage with our regulators and clients, as well as participate in central bank and sector working groups. We have issued debt and deposits linked to the Secured Overnight Financing Rate (SOFR)SOFR and Sterling Overnight Index Average (SONIA) and have executed SOFR- and SONIA-based derivative contracts to make markets and facilitate client activities. Where possible, we continue to execute transactions in the market to reduce our LIBOR exposures arising from hedges to our fixed-rate debt issuances and replace with alternative risk-free reference ratesrate exposures. See “Regulatory Matters and Other Developments —Matters – Other Developments”Matters” in Part II, Item 7 of the 20192020
Form 10-K
for further information about our transition program.
129Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Impact of
COVID-19
Pandemic.
The persistenceWhile the availability of vaccines has raised hopes about an end to the
COVID-19
pandemic, poses ongoing challenges for the global economy. While economic activitypandemic’s trajectory will depend on the speed and scale of vaccine distribution globally and the extent to which efforts to curtail infections are hampered by new surges caused by variants of the virus. Entering the second quarter of 2021, the situation has generally accelerated from earlierremained in flux globally, as some countries have encountered a significant increase in the year when widespread lockdown measures were in place, progress has been uneven across countries and the sustainabilitynumber of global economic recovery is vulnerable to the risk of a resurgence in infections. Governments and central banks around the world have remained proactive in responding to the crisis through unprecedented accommodative monetary policy and fiscal stimulus.new cases.
We have continued to successfully execute on our Business Continuity Planning (BCP) strategy since initially activating it in the first quarter of 2020 in response to the emergence of the
COVID-19
pandemic. Our priority has been to safeguard our employees and to seek to ensure continuity of business operations on behalf of our clients. Our business continuity response to the
COVID-19
pandemic is managed by a central team, which is led by our chief administrative officer and chief medical officer, and includes senior management within Risk and the chief operating officers across all regions and businesses. As a result of our BCP
strategy
, theThe vast majority of our employees worked remotely during the third quarter of 2020, as in the second quarter of 2020. We have established policies and protocols that will enablecontinue to work remotely; however, a phased return to office, taking into account the readinessgrowing number of people communities and facilities. As communities where we operate beganare returning to reopen, we took the necessary steps to enable employees to start to return to the officeour offices in a safe manner. We are in constant dialogue with key stakeholders to assess health and safety conditions across allmany of our office locations and we expect this trend to implement procedures necessaryaccelerate as vaccination programs around the world increase. To minimize health risks to protect the well-being of employees working in our offices, we have implemented
on-site
testing and other protocols, such as controls around building access, strict physical distancing measures and enhanced cleaning regimes. We have continued to make measured progressregimes, and we are vigilant in returning tomonitoring the office. As of
mid-October,
approximately 60% of employees in Hong Kong and Tokyo were working in the office, approximately 50% in most of Europe, approximately 30% in the U.K. and approximately 20% in New York. Progress going forward for each of our offices around the world will be dictated by the circumstanceslocal safety guidelines in each region.city in which we operate.
Our systems and infrastructure have continuedbeen robust throughout the
COVID-19
pandemic, enabling us to support all ofconduct our activities.activities without disruption. We maintainedcontinue to maintain regular and active communication among our senior management, the rest of our employees and the Board. Decision-making continues to occur through a variety of senior management meetings.Board, and our decision-making processes have remained disciplined and rigorous throughout the pandemic. Since the beginning of the
COVID-19
pandemic, our Management Committee and other senior leaders have met regularly and our executive officers have provided regular and enhanced communications to promote connectivity with our clients and employees worldwide. Furthermore,In addition, as part of our vendor management processes, we have ongoing dialogues with vendorsthird-party service providers, which are intended to ensure that they continue to meet our criteria for business continuity.
Our
Goldman Sachs March 2021 Form 10-Q124

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
We maintained a strong level of liquidity position during the thirdfirst quarter of 2020 remained strong,2021, as our GCLA averaged $302 billion for the quarter.$299 billion. We continuehave continued to access our traditional funding sources in the normal course and service our debt and other obligations on a timely basis. Our CET1 capital ratios under the Standardized approach improved to 14.5% as of the end of the third quarter of 2020, up 120 basis points compared with the second quarter of 2020, as we effectively managed our capital while continuing to support our clients. We suspended stock repurchasesunsecured long-term borrowings increased by $6 billion during the first quarter of 2021, driven by the issuance of $20 billion of our benchmark debt to support the growth in our total assets. We expect that during 2021 our benchmark debt issuances will be higher than maturities and redemptions. Our CET1 capital ratio under the Standardized approach was 14.3% as of March 2021, a decrease of 40 basis points compared with December 2020, and throughas we remained committed to meeting the thirdneeds of our clients, while also being prudent in managing our capital. During the first quarter of 2020. Consistent with2021, we resumed repurchases of our common stock, as the FRB’s requirementFRB modified the restrictions on repurchase activity that it had placed on large BHC’s for all large BHCs, we have extended the suspension of stock repurchases through the fourth quartermost of 2020. See “Balance Sheet and Funding Sources,” “Equity Capital Management and Regulatory Capital” and “Liquidity Risk Management” for further information.
As a result of the
COVID-19
pandemic, we have had to apply a greater degree of judgment in making certain accounting estimates and assumptions. The ongoing uncertainty regarding future developments associated with the
COVID-19
pandemic and the pathprocess of the global economy creates added challenges and complexities in determiningestimating the allowance for credit losses as the process is inherently judgmental in nature, given that it involves forecasts of future economic conditions. The course of the pandemic is still unpredictable, which creates uncertainty regarding the pace at which the economic recovery will progress and requires estimation of expected credit losses based on economic forecasts and other considerations.how robust it will be. The uncertainty regarding the severity and durationpattern of economic recovery has made the process for estimating the allowance for credit losses more challenging, as it has resulted in greater subjectivity in our forecasts of future economic impacts of the
COVID-19
pandemicconditions. This uncertainty also affectsimpacts the estimation of the fair value for less liquid financial instruments that lack price transparency, where valuation involves judgment regarding estimated future cash flows or other significant unobservable inputs. Although conditions in financial markets normalized following a period of severe disruption early in the pandemic, determining the valuation for certain Level 3 instruments remains challenging in the current environment. See Note 9 to the consolidated financial statements for further information about our allowance for credit losses and Note 4 to the consolidated financial statements for further information about fair value measurements.
Goldman Sachs September 2020 Form 10-Q130

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
As a result of the ongoing uncertainty2021, financial markets were generally characterized by higher confidence in the macroeconomic environment since we last performedprospect of rapid and sustained economic growth, a quantitative goodwill impairment testsentiment that was largely driven by the anticipated impact of mass distribution of vaccines, additional government support and continued business reopenings. Client activity in the fourth quarter of 2019,was strong, and we assessed goodwill for impairment as of September 2020 and determined that it was not impaired. See Note 12 to the consolidated financial statements for further information about goodwill.
Volatility remains at elevated levels and continues to be a driver of client trading activity. We have remained committed to serving the needs of our clients by facilitating risk management, providing financing and deploying our balance sheet in a disciplined manner to intermediate risk.sheet. Our average daily
Value-at-Risk
(VaR) for the thirdfirst quarter of 20202021 was $91$89 million, $33$5 million higher than the thirdfourth quarter of 2019.2020. We have maintained our proactive approach to managing market risk levels, which entails ongoing review and monitoring of exposures and focusing on ways to mitigate risk. With respect to credit risk, the gradual reopeningimproving macroeconomic environment, along with various government support programs, have led to a stabilization of global economies and ongoing actions taken by governments have aided borrowersmost industries that have faced significantencountered extreme disruptions due tofrom the
COVID-19
pandemic, such as companies in the oil and gas,pandemic. However, these industries, which include gaming and lodging and airlines, industries, but these borrowers still face substantial pressure in tryingremain at risk and we continue to manage through the crisis. In relationship lending, drawdowns on credit facilities are returningclosely monitor our exposures to more normalized levels, with net paydowns of approximately $7 billion occurring during the third quarter of 2020. However, credit risk, in general, remains elevated across the banking industry.them. Throughout this crisis, we have remained highly focused on monitoring of credit exposures in general and on the management of margin calls and disputes. Our risk positions remained balanced, controlled and adequately provisioned for, both in terms of counterparty risk and sector exposure. See “Market Risk Management” and “Credit Risk Management” for further information.
Our actionsTo support clients in response toneed of relief from the financial strain caused by the
COVID-19
pandemic, have included grantingwe granted forbearance to certain corporate and other borrowers, who have made requestsand provided consumers with the ability to defer payments. We had approximately $960 million of corporate loans and approximately $290 million of commercial real estate loans under forbearance as of September 2020. We have continued to provide relief to consumers through programs to help them manage the financial challenges that they face as a result of the
COVID-19
pandemic. The accommodations under these programs include providing borrowers ofpayments on installment and credit card loans the ability to modify or defer payments without incurring interest charges and permitting Marcus depositors to access certificates of deposit early without incurring a penalty. As of September 2020, installment and credit cardMarch 2021, the total amount of loans with a gross carrying value of approximately $300 million were enrolled infor which such programs. In aggregate, loans under forbearance or relief programs represented approximatelypayment deferrals were still in effect was less than 1%.
125Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
The
COVID-19
pandemic has created significant uncertainty regarding macroeconomic environment improved in the operating environment forfirst quarter of 2021 amid continued rollout of vaccines and ongoing accommodative fiscal and monetary policies of central banks and governments around the future, asworld. Despite a strengthening in the duration andeconomy during the quarter, the sustainability of the economic recovery is vulnerable to the risk that the course of the pandemic cannot be predicted at this time.takes an adverse turn. A sustained period of weak economic conditions as a result of the pandemic would be detrimental to our businesses as it would negatively affect factors that are important to our operating performance, such as the level of client activity, creditworthiness of counterparties and borrowers, and the amount of our AUS. We are monitoringwill continue to closely monitor the ongoing developments related torollout of vaccines across regions, as well as the
COVID-19
pandemic impact of new variants of the virus, and will take further actionactions, as may be required by government authorities or that we determine arenecessary, in order to best serve the best interests of our employees, clients and counterparties. For further information about the risks associated with the
COVID-19
pandemic, see “Risk Factors” in Part II,I, Item 1A.1A of the 2020
Form 10-K.
131Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Off-Balance
Sheet Arrangements and Contractual Obligations
Off-Balance
Sheet Arrangements
In the ordinary course of business, we enter into various types of
off-balance
sheet arrangements. Our involvement in these arrangements can take many different forms, including:
 
Purchasing or retaining residual and other interests in special purpose entities, such as mortgage-backed and other asset-backed securitization vehicles;
 
Holding senior and subordinated debt, interests in limited and general partnerships, and preferred and common stock in other nonconsolidated vehicles;
 
Entering into interest rate, foreign currency, equity, commodity and credit derivatives, including total return swaps; and
 
Providing guarantees, indemnifications, commitments, letters of credit and representations and warranties.
We enter into these arrangements for a variety of business purposes, including securitizations. The securitization vehicles that purchase mortgages, corporate bonds, and other types of financial assets are critical to the functioning of several significant investor markets, including the mortgage-backed and other asset-backed securities markets, since they offer investors access to specific cash flows and risks created through the securitization process.
We also enter into these arrangements to underwrite client securitization transactions; provide secondary market liquidity; make investments in performing and nonperforming debt, distressed loans, power-related assets, equity securities, real estate and other assets; provide investors with credit-linked and asset-repackaged notes; and receive or provide letters of credit to satisfy margin requirements and to facilitate the clearance and settlement process.
The table below presents where information about our various
off-balance
sheet arrangements may be found in this
Form 10-Q.
In addition, see Note 3 to the consolidated financial statements for information about our consolidation policies.
 
Off-Balance
Sheet Arrangement
   
Disclosure in
Form 10-Q
Variable interests and other obligations, including contingent obligations, arising from variable interests in nonconsolidated variable interest entities (VIEs)
   
See Note 17 to the consolidated financial statements.
Guarantees, letters of credit, and lending and other commitments
   
See Note 18 to the consolidated financial statements.
Derivatives
   
See “Risk Management — Credit Risk Management — Credit Exposures — OTC Derivatives” and Notes 4, 5, 7 and 18 to the consolidated financial statements.
Contractual Obligations
We have certain contractual obligations which require us to make future cash payments. These contractual obligations include our time deposits, secured long-term financings, unsecured long-term borrowings, interest payments and operating lease payments.
Our obligations to make future cash payments also include our commitments and guarantees related to
off-balance
sheet arrangements, which are excluded from the table below. See Note 18 to the consolidated financial statements for further information about such commitments and guarantees.
Due to the uncertainty of the timing and amounts that will ultimately be paid, our liability for unrecognized tax benefits has been excluded from the table below. See Note 24 to the consolidated financial statements for further information about our unrecognized tax benefits.
The table below presents our contractual obligations by type.
 
 As of  As of 
 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Time deposits
 
 
$  29,255
 
   $  32,273  
 
$  23,390
 
   $  26,433 
Financings and borrowings:
        
Secured long-term
 
 
$  13,253
 
   $  11,953  
 
$  12,454
 
   $  12,537 
Unsecured long-term
 
 
$213,936
 
   $207,076  
 
$219,044
 
   $213,481 
Interest payments
 
 
$  44,605
 
   $  47,649  
 
$  43,300
 
   $  44,073 
Operating lease payments
 
 
$    3,242
 
   $    3,980  
 
$    3,123
 
   $    3,268 
 
Goldman Sachs September 2020March 2021 Form 10-Q 132126

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
The table below presents our contractual obligations by expiration.
 
 
As of September 2020
  
As of March 2021
 
 
$ in millions
 
 
Remainder
of 2020
 
 
 
 
2021 -
2022
 
 
 
 
2023 -
2024
 
 
 
 
2025 -
Thereafter
 
 
 
 

Remainder

of 2021
 

 
 
 

2022 -

2023
 

 
 
 

2024 -

2025
 

 
 
 

2026 -

Thereafter
 

 
Time deposits
 
 
$       –
 
 
 
$12,891
 
 
 
$10,857
 
 
 
$    5,507
 
 
 
$       –
 
 
 
$13,785
 
 
 
$  6,558
 
 
 
$    3,047
 
Financings and borrowings:
            
Secured long-term
 
 
$       –
 
 
 
$  4,890
 
 
 
$  3,240
 
 
 
$    5,123
 
 
 
$       –
 
 
 
$  6,832
 
 
 
$  2,329
 
 
 
$    3,293
 
Unsecured long-term
 
 
$       –
 
 
 
$35,574
 
 
 
$49,473
 
 
 
$128,889
 
 
 
$       –
 
 
 
$57,893
 
 
 
$49,093
 
 
 
$112,058
 
Interest payments
 
 
$1,471
 
 
 
$10,555
 
 
 
$  8,041
 
 
 
$  24,538
 
 
 
$3,959
 
 
 
$  9,682
 
 
 
$  7,214
 
 
 
$  22,445
 
Operating lease payments
 
 
$  
 
  70
 
 
 
$    
 
616
 
 
 
$    
 
492
 
 
 
$    2,064
 
 
 
$  
 
236
 
 
 
$    
 
597
 
 
 
$    
    
495
 
 
 
$    1,795
 
In the table above:
 
Obligations maturing within one year of our financial statement date or redeemable within one year of our financial statement date at the option of the holders are excluded as they are treated as short-term obligations. See Note 14 to the consolidated financial statements for further information about our short-term borrowings.
 
Obligations that are repayable prior to maturity at our option are reflected at their contractual maturity dates and obligations that are redeemable prior to maturity at the option of the holders are reflected at the earliest dates such options become exercisable.
 
As of September 2020,March 2021, unsecured long-term borrowings had maturities extending through 2067,2065, consisted principally of senior borrowings, and included $13.55$6.83 billion of adjustments to the carrying value of certain unsecured long-term borrowings resulting from the application of hedge accounting. See Note 14 to the consolidated financial statements for further information about our unsecured long-term borrowings.
 
As of September 2020,March 2021, the difference between aggregate contractual principal amount and the related fair value of long-term other secured financings for which the fair value option was elected was not material.
 
As of September 2020,March 2021, the difference between aggregateaggregated contractual principal amount and the related fair value of unsecured long-term borrowings for which the fair value option was elected was not material.exceeded the related fair value by $319 million.
 
Interest payments represents estimated future contractual interest payments related to unsecured long-term borrowings, secured long-term financings and time deposits based on applicable interest rates as of September 2020,March 2021, and includes stated coupons, if any, on structured notes.
 
Operating lease payments includes lease commitments for office space that expire on various dates through 2069. Certain agreements are subject to periodic escalation provisions for increases in real estate taxes and other charges. See Note 15 to the consolidated financial statements for further information about our operating lease liabilities.
Risk Management
Risks are inherent in our businesses and include liquidity, market, credit, operational, model, legal, compliance, conduct, regulatory and reputational risks. Our risks include the risks across our risk categories, regions or global businesses, as well as those which have uncertain outcomes and have the potential to materially impact our financial results, our liquidity and our reputation. For further information about our risk management processes, see “Overview and Structure of Risk Management,” and for information about our areas of risk, see “Liquidity Risk Management,” “Market Risk Management,” “Credit Risk Management,” “Operational Risk Management” and “Model Risk Management” and “Risk Factors” in Part II, Item 1A of this
Form 10-Q
and in Part I, Item 1A of the 20192020
Form 10-K.
Overview and Structure of Risk Management
Overview
We believe that effective risk management is critical to our success. Accordingly, we have established an enterprise risk management framework that employs a comprehensive, integrated approach to risk management, and is designed to enable comprehensive risk management processes through which we identify, assess, monitor and manage the risks we assume in conducting our activities. Our risk management structure is built around three core components: governance, processes and people.
Governance.
Risk management governance starts with the Board, which both directly and through its committees, including its Risk Committee, oversees our risk management policies and practices implemented through the enterprise risk management framework. The Board is also responsible for the annual review and approval of our risk appetite statement. The risk appetite statement describes the levels and types of risk we are willing to accept or to avoid, in order to achieve our objectives included in our strategic business plan, while remaining in compliance with regulatory requirements. The Board reviews our strategic business plan and is ultimately responsible for overseeing and providing direction about our strategy and risk appetite.
 
133127 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
The Board receives regular briefings on firmwide risks, including liquidity risk, market risk, credit risk, operational risk and model risk, from our independent risk oversight and control functions, including the chief risk officer, and on compliance risk and conduct risk from Compliance, on legal and regulatory enforcement matters from the general counsel,chief legal officer, and on other matters impacting our reputation from the chair of our Firmwide Client and Business Standards Committee and our Firmwide Reputational Risk Committee. The chief risk officer reports to our chief executive officer and to the Risk Committee of the Board. As part of the review of the firmwide risk portfolio, the chief risk officer regularly advises the Risk Committee of the Board of relevant risk metrics and material exposures, including risk limits and thresholds established in our risk appetite statement.
The implementation of our risk governance structure and core risk management processes are overseen by Enterprise Risk, which reports to our chief risk officer, and is responsible for ensuring that our enterprise risk management framework provides the Board, our risk committees and senior management with a consistent and integrated approach to managing our various risks in a manner consistent with our risk appetite.
Our revenue-producing units, as well as Treasury, Engineering, Human Capital Management, Operations, and Services,Corporate and Workplace Solutions, are considered our first line of defense. They are accountable for the outcomes of our risk-generating activities, as well as for assessing and managing those risks within our risk appetite.
Our independent risk oversight and control functions are considered our second line of defense and provide independent assessment, oversight and challenge of the risks taken by our first line of defense, as well as lead and participate in risk committees. Independent risk oversight and control functions include Compliance, Conflicts Resolution, Controllers, Credit Risk, Enterprise Risk, Legal, Liquidity Risk, Market Risk, Model Risk, Operational Risk and Tax.
Internal Audit is considered our third line of defense and reports to the Audit Committee of the Board and administratively to our chief executive officer. Internal Audit includes professionals with a broad range of audit and industry experience, including risk management expertise. Internal Audit is responsible for independently assessing and validating the effectiveness of key controls, including those within the risk management framework, and providing timely reporting to the Audit Committee of the Board, senior management and regulators.
The three lines of defense structure promotes the accountability of first line risk takers, provides a framework for effective challenge by the second line and empowers independent review from the third line.
Processes.
We maintain various processes that are critical components of our risk management framework, including (i) risk identification and assessment, (ii) risk appetite, limit and threshold setting, (iii) risk reporting and monitoring, and (iv) risk decision-making.
 
Risk Identification and Assessment.
We believe that the identification and assessment of our risks is a critical step in providing our Board and senior management transparency and insight into the range and materiality of our risks. We have a comprehensive data collection process, including firmwide policies and procedures that require all employees to report and escalate risk events. Our approach for risk identification and assessment is comprehensive across all risk types, is dynamic and forward-looking to reflect and adapt to our changing risk profile and business environment, leverages subject matter expertise, and allows for prioritization of our most critical risks.
To effectively assess our risks, we maintain a daily discipline of marking substantially all of our inventory to current market levels. We carry our inventory at fair value, with changes in valuation reflected immediately in our risk management systems and in net revenues. We do so because we believe this discipline is one of the most effective tools for assessing and managing risk and that it provides transparent and realistic insight into our inventory exposures.
An important part of our risk management process is firmwide stress testing. It allows us to quantify our exposure to tail risks, highlight potential loss concentrations, undertake risk/reward analysis, and assess and mitigate our risk positions. Firmwide stress tests are performed on a regular basis and are designed to ensure a comprehensive analysis of our vulnerabilities and idiosyncratic risks combining financial and nonfinancial risks, including, but not limited to, credit, market, liquidity and funding, operational and compliance, strategic, systemic and emerging risks into a single combined scenario. We also perform ad hoc stress tests in anticipation of market events or conditions. Stress tests are also used to assess capital adequacy as part of our capital planning and stress testing process. See “Equity Capital Management and Regulatory Capital — Equity Capital Management” for further information.
 
Goldman Sachs September 2020March 2021 Form 10-Q 134128

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Risk Appetite, Limit and Threshold Setting.
We apply a rigorous framework of limits and thresholds to control and monitor risk across transactions, products, businesses and markets. The Board, directly or indirectly through its Risk Committee, approves limits and thresholds included in our risk appetite statement at firmwide, business and product levels. In addition, the Firmwide Enterprise Risk Committee is responsible for approving our risk limits framework, subject to the overall limits approved by the Risk Committee of the Board, and monitoring these limits.
The Risk Governance Committee is responsible for approving limits at firmwide, business and product levels. Certain limits may be set at levels that will require periodic adjustment, rather than at levels that reflect our maximum risk appetite. This fosters an ongoing dialogue about risk among our first and second lines of defense, committees and senior management, as well as rapid escalation of
risk-related
matters. Additionally, through delegated authority from the Risk Governance Committee, Market Risk sets limits at certain product and desk levels, and Credit Risk sets limits for individual counterparties, counterparties and their subsidiaries, industries and countries. Limits are reviewed regularly and amended on a permanent or temporary basis to reflect changing market conditions, business conditions or risk tolerance.
 
Risk Reporting and Monitoring.
Effective risk reporting and risk decision-making depends on our ability to get the right information to the right people at the right time. As such, we focus on the rigor and effectiveness of our risk systems, with the objective of ensuring that our risk management technology systems provide us with complete, accurate and timely information. Our risk reporting and monitoring processes are designed to take into account information about both existing and emerging risks, thereby enabling our risk committees and senior management to perform their responsibilities with the appropriate level of insight into risk exposures. Furthermore, our limit and threshold breach processes provide means for timely escalation.
We evaluate changes in our risk profile and our businesses, including changes in business mix or jurisdictions in which we operate, by monitoring risk factors at a firmwide level.
Risk Decision-Making.
Our governance structure provides the protocol and responsibility for
decision-making
on risk management issues and ensures implementation of those decisions. We make extensive use of risk committees that meet regularly and serve as an important means to facilitate and foster ongoing discussions to manage and mitigate risks.
We maintain strong and proactive communication about risk and we have a culture of collaboration in decision-making among our first and second lines of defense, committees and senior management. While our first line of defense is responsible for management of their risk, we dedicate extensive resources to our second line of defense in order to ensure a strong oversight structure and an appropriate segregation of duties. We regularly reinforce our strong culture of escalation and accountability across all functions.
People.
Even the best technology serves only as a tool for helping to make informed decisions in real time about the risks we are taking. Ultimately, effective risk management requires our people to interpret our risk data on an ongoing and timely basis and adjust risk positions accordingly. The experience of our professionals, and their understanding of the nuances and limitations of each risk measure, guides us in assessing exposures and maintaining them within prudent levels.
We reinforce a culture of effective risk management, consistent with our risk appetite, in our training and development programs, as well as in the way we evaluate performance, and recognize and reward our people. Our training and development programs, including certain sessions led by our most senior leaders, are focused on the importance of risk management, client relationships and reputational excellence. As part of our annual performance review process, we assess reputational excellence, including how an employee exercises good risk management and reputational judgment, and adheres to our code of conduct and compliance policies. Our review and reward processes are designed to communicate and reinforce to our professionals the link between behavior and how people are recognized, the need to focus on our clients and our reputation, and the need to always act in accordance with our highest standards.
 
135129 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Structure
Ultimate oversight of risk is the responsibility of our Board. The Board oversees risk both directly and through its committees, including its Risk Committee. We have a series of committees with specific risk management mandates that have oversight or decision-making responsibilities for risk management activities. Committee membership generally consists of senior managers from both our first and second lines of defense. We have established procedures for these committees to ensure that appropriate information barriers are in place. Our primary risk committees, most of which also have additional
sub-committees
or working groups, are described below. In addition to these committees, we have other risk committees that provide oversight for different businesses, activities, products, regions and entities. All of our committees have responsibility for considering the impact on our reputation of the transactions and activities whichthat they oversee, on our reputation.oversee.
Membership of our risk committees is reviewed regularly and updated to reflect changes in the responsibilities of the committee members. Accordingly, the length of time that members serve on the respective committees varies as determined by the committee chairs and based on the responsibilities of the members.
The chart below presents an overview of our risk management governance structure.
 
Management Committee.
The Management Committee oversees our global activities. It provides this oversight directly and through authority delegated to committees it has established. This committee consists of our most senior leaders, and is chaired by our chief executive officer. Most members of the Management Committee are also members of other committees. The following are the committees that are principally involved in firmwide risk management.
Firmwide Enterprise Risk Committee.
The Firmwide Enterprise Risk Committee is responsible for overseeing all of our financial and nonfinancial risks. As a part of such oversight, the committee is responsible for the ongoing review, approval and monitoring of our enterprise risk management framework, as well as our risk limits framework. This committee is
co-chaired
by our chief financial officer and our chief risk officer, who are appointed as chairs by our chief executive officer, and reports to the Management Committee. The following are the primary committees that report to the Firmwide Enterprise Risk Committee:
 
Firmwide Risk Committee.
The Firmwide Risk Committee is responsible for the ongoing monitoring of relevant financial risks and related risk limits at the firmwide, business and product levels. This committee is
co-chaired
by the chairs of the Firmwide Enterprise Risk Committee.
 
Firmwide New Activity Committee.
The Firmwide New Activity Committee is responsible for reviewing new activities and for establishing a process to identify and review previously approved activities that are significant and that have changed in complexity and/or structure or present different reputational and suitability concerns over time to consider whether these activities remain appropriate. This committee is
co-chaired
by the controller and chief accounting officer, and the head of Operations and OperationsPlatform Engineering for the Global Markets Division, who are appointed as chairs by the chairs of the Firmwide Enterprise Risk Committee.
 
Firmwide Operational Risk and Resilience Committee.
The Firmwide Operational Risk and Resilience Committee is responsible for overseeing operational risk, and for ensuring our business and operational resilience. To assist the Firmwide Operational Risk and Resilience Committee in carrying out its mandate, other risk committees with dedicated oversight for technology-related risks, including cyber security matters, report into the Firmwide Operational Risk and Resilience Committee. This committee is
co-chaired
by our chief administrative officer and deputy chief risk officer, who are appointed as chairs by the chairs of the Firmwide Enterprise Risk Committee.
 
Goldman Sachs September 2020March 2021 Form 10-Q 136130

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Firmwide Conduct Committee.
The Firmwide Conduct Committee is responsible for the ongoing approval and monitoring of the frameworks and policies which govern our conduct risks. Conduct risk is the risk that our people fail to act in a manner consistent with our Business Principles and related core values, policies or codes, or applicable laws or regulations, thereby falling short in fulfilling their responsibilities to us, our clients, colleagues, other market participants or the broader community. This committee is
co-chaired
chaired by a senior advisor (former chair of Compliance) and the head of Regulatory Affairs,our chief legal officer, who areis appointed as chairschair by the chairs of the Firmwide Enterprise Risk Committee.
 
Risk Governance Committee.
The Risk Governance Committee (through delegated authority from the Firmwide Enterprise Risk Committee) is responsible for the ongoing approval and monitoring of risk frameworks, policies and policiesparameters related to our core risk management processes, as well as limits, at firmwide, business and product levels. In addition, this committee reviews the results of stress tests and scenario analyses. To assist the Risk Governance Committee in carrying out its mandate, a number of other risk committees with dedicated oversight for stress testing, model risks and Volcker Rule compliance report into the Risk Governance Committee. This committee is chaired by our chief risk officer, who is appointed as chair by the chairs of the Firmwide Enterprise Risk Committee.
Firmwide Client and Business Standards Committee.
The Firmwide Client and Business Standards Committee is responsible for overseeing relationships with our clients, client service and experience, and related business standards, as well as client-related reputational matters. This committee is chaired by our president and chief operating officer, who is appointed as chair by the chief executive officer, and reports to the Management Committee. This committee periodically provides updates to, and receives guidance from, the Public Responsibilities Committee of the Board.
The following committees report jointly to the Firmwide Enterprise Risk Committee and the Firmwide Client and Business Standards Committee:
 
Firmwide Reputational Risk Committee.
The Firmwide Reputational Risk Committee is responsible for assessing reputational risks arising from transactions that have been identified as having potential heightened reputational risk pursuant to the criteria established by the Firmwide Reputational Risk Committee. This committee is chaired by our president and chief operating officer, who is appointed as chair by the chief executive officer, and the vice-chairs are the head of Regulatory Affairsour chief legal officer and the headchair of Conflicts Resolution, who are appointed as vice-chairs by the chair of the Firmwide Reputational Risk Committee. This committee periodically provides updates to, and receives guidance from, the Public Responsibilities Committee of the Board.
 
Firmwide Suitability Committee.
The Firmwide Suitability Committee is responsible for setting standards and policies for product, transaction and client suitability and providing a forum for consistency across functions, regions and products on suitability assessments. This committee also reviews suitability matters escalated from other committees. This committee is
co-chaired
by our chief compliance officer, and the
co-head
of EMEA FICC sales, who are appointed as chairs by the chair of the Firmwide Client and Business Standards Committee.
 
Firmwide Investment Policy Committee.
The Firmwide Investment Policy Committee periodically reviews our investing and lending activities on a portfolio basis, including review of risk management and controls, and sets business standards and policies for these types of investments. This committee is
co-chaired
by the head of our Merchant BankingAsset Management Division, a
co-head
of our Global Markets Division and the chief risk officer, who are appointed as chairs by our president and chief operating officer and our chief financial officer.
 
Firmwide Capital Committee.
The Firmwide Capital Committee provides approval and oversight of debt-related transactions, including principal commitments of our capital. This committee aims to ensure that business, reputational and suitability standards for underwritings and capital commitments are maintained on a global basis. This committee is
co-chaired
by the head of Credit Risk and Market Risk, and a
co-head
of the Financing Group, who are appointed as chairs by the chairs of the Firmwide Enterprise Risk Committee.
 
137131 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Firmwide Commitments Committee.
The Firmwide Commitments Committee reviews our underwriting and distribution activities with respect to equity and equity-related product offerings, and sets and maintains policies and procedures designed to ensure that legal, reputational, regulatory and business standards are maintained on a global basis. In addition to reviewing specific transactions, this committee periodically conducts general strategic reviews of sectors and products and establishes policies in connection with transaction practices. This committee is
co-chaired
by the
co-head
of the Industrials Group in our Investment Banking Division, the chief debt underwriting officer for EMEA, and a managing director in our Investment Banking Division, who are appointed as chairs by the chair of the Firmwide Client and Business Standards Committee.
Firmwide Asset Liability Committee.
The Firmwide Asset Liability Committee reviews and approves the strategic direction for our financial resources, including capital, liquidity, funding and balance sheet. This committee has oversight responsibility for asset liability management, including interest rate and currency risk, funds transfer pricing, capital allocation and incentives, and credit ratings. This committee makes recommendations as to any adjustments to asset liability management and financial resource allocation in light of current events, risks, exposures, and regulatory requirements and approves related policies. This committee is
co-chaired
by our chief financial officer and our global treasurer, who are appointed as chairs by our chief executive officer, and reports to the Management Committee.
Conflicts Management
Conflicts of interest and our approach to dealing with them are fundamental to our client relationships, our reputation and our long-term success. The term “conflict of interest” does not have a universally accepted meaning, and conflicts can arise in many forms within a business or between businesses. The responsibility for identifying potential conflicts, as well as complying with our policies and procedures, is shared by all of our employees.
We have a multilayered approach to resolving conflicts and addressing reputational risk. Our senior management oversees policies related to conflicts resolution, and, in conjunction with Conflicts Resolution, Legal and Compliance, the Firmwide Client and Business Standards Committee, and other internal committees, formulates policies, standards and principles, and assists in making judgments regarding the appropriate resolution of particular conflicts. Resolving potential conflicts necessarily depends on the facts and circumstances of a particular situation and the application of experienced and informed judgment.
As a general matter, Conflicts Resolution reviews financing and advisory assignments in Investment Banking and certain of our investing, lending and other activities. In addition, we have various transaction oversight committees, such as the Firmwide Capital, Commitments and Suitability Committees and other committees that also review new underwritings, loans, investments and structured products. These groups and committees work with internal and external counsel and Compliance to evaluate and address any actual or potential conflicts. Conflicts Resolution reports to our president and chief operating officer.
We regularly assess our policies and procedures that address conflicts of interest in an effort to conduct our business in accordance with the highest ethical standards and in compliance with all applicable laws, rules and regulations.
Compliance Risk Management
Compliance risk is the risk of legal or regulatory sanctions, material financial loss or damage to our reputation arising from our failure to comply with the requirements of applicable laws, rules and regulations, and our internal policies and procedures. Compliance risk is inherent in all activities through which we conduct our businesses. Our Compliance Risk Management Program, administered by Compliance, assesses our compliance, regulatory and reputational risk; monitors for compliance with new or amended laws, rules and regulations; designs and implements controls, policies, procedures and training; conducts independent testing; investigates, surveils and monitors for compliance risks and breaches; and leads our responses to regulatory examinations, audits and inquiries. We monitor and review business practices to assess whether they meet or exceed minimum regulatory and legal standards in all markets and jurisdictions in which we conduct business.
 
Goldman Sachs September 2020March 2021 Form 10-Q 138132

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Liquidity Risk Management
 
Overview
Liquidity risk is the risk that we will be unable to fund ourselves or meet our liquidity needs in the event of firm-specific, broader industry or market liquidity stress events. We have in place a comprehensive and conservative set of liquidity and funding policies. Our principal objective is to be able to fund ourselves and to enable our core businesses to continue to serve clients and generate revenues, even under adverse circumstances.
Treasury, which reports to our chief financial officer, has primary responsibility for developing, managing and executing our liquidity and funding strategy within our risk appetite.
Liquidity Risk, which is independent of our revenue-producing units and Treasury, and reports to our chief risk officer, has primary responsibility for assessing, monitoring and managing our liquidity risk through firmwide oversight across our global businesses and the establishment of stress testing and limits frameworks.
Liquidity Risk Management Principles
We manage liquidity risk according to three principles: (i) hold sufficient excess liquidity in the form of GCLA to cover outflows during a stressed period, (ii) maintain appropriate Asset-Liability Management and (iii) maintain a viable Contingency Funding Plan.
GCLA.
GCLA is liquidity that we maintain to meet a broad range of potential cash outflows and collateral needs in a stressed environment. A primary liquidity principle is to
pre-fund
our estimated potential cash and collateral needs during a liquidity crisis and hold this liquidity in the form of unencumbered, highly liquid securities and cash. We believe that the securities held in our GCLA would be readily convertible to cash in a matter of days, through liquidation, by entering into repurchase agreements or from maturities of securities purchased underresale agreements, to resell (resale agreements), and that this cash would allow us to meet immediate obligations without needing to sell other assets or depend on additional funding from credit-sensitive markets.
Our GCLA reflects the following principles:
 
The first days or weeks of a liquidity crisis are the most critical to a company’s survival;
 
Focus must be maintained on all potential cash and collateral outflows, not just disruptions to financing flows. Our businesses are diverse, and our liquidity needs are determined by many factors, including market movements, collateral requirements and client commitments, all of which can change dramatically in a difficult funding environment;
During a liquidity crisis, credit-sensitive funding, including unsecured debt, certain deposits and some types of secured financing agreements, may be unavailable, and the terms (e.g., interest rates, collateral provisions and tenor) or availability of other types of secured financing may change and certain deposits may be withdrawn; and
 
As a result of our policy to
pre-fund
liquidity that we estimate may be needed in a crisis, we hold more unencumbered securities and have larger funding balances than our businesses would otherwise require. We believe that our liquidity is stronger with greater balances of highly liquid unencumbered securities, even though it increases our total assets and our funding costs.
We maintain our GCLA across Group Inc., Goldman Sachs Funding LLC (Funding IHC) and Group Inc.’s major broker-dealer and bank subsidiaries, asset types and clearing agents to provide us with sufficient operating liquidity to ensure timely settlement in all major markets, even in a difficult funding environment. In addition to the GCLA, we maintain cash balances and securities in several of our other entities, primarily for use in specific currencies, entities or jurisdictions where we do not have immediate access to parent company liquidity.
Asset-Liability Management.
Our liquidity risk management policies are designed to ensure we have a sufficient amount of financing, even when funding markets experience persistent stress. We manage the maturities and diversity of our funding across markets, products and counterparties, and seek to maintain a diversified funding profile with an appropriate tenor, taking into consideration the characteristics and liquidity profile of our assets.
Our approach to asset-liability management includes:
 
Conservatively managing the overall characteristics of our funding book, with a focus on maintaining long-term, diversified sources of funding in excess of our current requirements. See “Balance Sheet and Funding Sources — Funding Sources” for further information;
 
Actively managing and monitoring our asset base, with particular focus on the liquidity, holding period and ability to fund assets on a secured basis. We assess our funding requirements and our ability to liquidate assets in a stressed environment while appropriately managing risk. This enables us to determine the most appropriate funding products and tenors. See “Balance Sheet and Funding Sources — Balance Sheet Management” for further information about our balance sheet management process and “— Funding Sources — Secured Funding” for further information about asset classes that may be harder to fund on a secured basis; and
 
139133 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Raising secured and unsecured financing that has a long tenor relative to the liquidity profile of our assets. This reduces the risk that our liabilities will come due in advance of our ability to generate liquidity from the sale of our assets. Because we maintain a highly liquid balance sheet, the holding period of certain of our assets may be materially shorter than their contractual maturity dates.
Our goal is to ensure that we maintain sufficient liquidity to fund our assets and meet our contractual and contingent obligations in normal times, as well as during periods of market stress. Through our dynamic balance sheet management process, we use actual and projected asset balances to determine secured and unsecured funding requirements. Funding plans are reviewed and approved by the Firmwide Asset Liability Committee. In addition, our independent risk oversight and control functions analyze, and the Firmwide Asset Liability Committee reviews, our consolidated total capital position (unsecured long-term borrowings plus total shareholders’ equity) so that we maintain a level of long-term funding that is sufficient to meet our long-term financing requirements. In a liquidity crisis, we would first use our GCLA in order to avoid reliance on asset sales (other than our GCLA). However, we recognize that orderly asset sales may be prudent or necessary in a severe or persistent liquidity crisis.
Subsidiary Funding Policies
The majority of our unsecured funding is raised by Group Inc., which lendsprovides the necessary funds to Funding IHC and other subsidiaries, some of which are regulated, to meet their asset financing, liquidity and capital requirements. In addition, Group Inc. provides its regulated subsidiaries with the necessary capital to meet their regulatory requirements. The benefits of this approach to subsidiary funding are enhanced control and greater flexibility to meet the funding requirements of our subsidiaries. Funding is also raised at the subsidiary level through a variety of products, including deposits, secured funding and unsecured borrowings.
Our intercompany funding policies assume that a subsidiary’s funds or securities are not freely available to its parent, Funding IHC or other subsidiaries unless (i) legally provided for and (ii) there are no additional regulatory, tax or other restrictions. In particular, many of our subsidiaries are subject to laws that authorize regulatory bodies to block or reduce the flow of funds from those subsidiaries to Group Inc. or Funding IHC. Regulatory action of that kind could impede access to funds that Group Inc. needs to make payments on its obligations. Accordingly, we assume that the capital provided to our regulated subsidiaries is not available to Group Inc. or other subsidiaries and any other financing provided to our regulated subsidiaries is not available to Group Inc. or Funding IHC until the maturity of such financing.
Group Inc. has provided substantial amounts of equity and subordinated indebtedness, directly or indirectly, to its regulated subsidiaries. For example, as of September 2020,March 2021, Group Inc. had $33.92$34.39 billion of equity and subordinated indebtedness invested in GS&Co., its principal U.S. registered broker-dealer; $42.57$42.81 billion invested in GSI, a regulated U.K. broker-dealer; $3.44$3.02 billion invested in GSJCL, a regulated Japanese broker-dealer; $34.13$34.90 billion invested in GS Bank USA, a regulated New York State-chartered bank; and $4.12$4.13 billion invested in GSIB, a regulated U.K. bank; and $4.54 billion invested in GSBE, a regulated German bank. Group Inc. also provided, directly or indirectly, $111.70$111.21 billion of unsubordinated loans (including secured loans of $35.64$44.12 billion) and $14.11$17.45 billion of collateral and cash deposits to these entities, substantially all of which was to GS&Co., GSI, GSJCL and GSJCL,GS Bank USA, as of September 2020.March 2021. In addition, as of September 2020,March 2021, Group Inc. had significant amounts of capital invested in and loans to its other regulated subsidiaries.
Contingency Funding Plan.
We maintain a contingency funding plan to provide a framework for analyzing and responding to a liquidity crisis situation or periods of market stress. Our contingency funding plan outlines a list of potential risk factors, key reports and metrics that are reviewed on an ongoing basis to assist in assessing the severity of, and managing through, a liquidity crisis and/or market dislocation. The contingency funding plan also describes in detail our potential responses if our assessments indicate that we have entered a liquidity crisis, which include
pre-funding
for what we estimate will be our potential cash and collateral needs, as well as utilizing secondary sources of liquidity. Mitigants and action items to address specific risks which may arise are also described and assigned to individuals responsible for execution.
The contingency funding plan identifies key groups of individuals and their responsibilities, which include fostering effective coordination, control and distribution of information, implementing liquidity maintenance activities and managing internal and external communication, all of which are critical in the management of a crisis or period of market stress.
 
Goldman Sachs September 2020March 2021 Form 10-Q 140134

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Stress Tests
In order to determine the appropriate size of our GCLA, we model liquidity outflows over a range of scenarios and time horizons. One of our primary internal liquidity risk models, referred to as the Modeled Liquidity Outflow, quantifies our liquidity risks over a
30-day
stress scenario. We also consider other factors, including, but not limited to, an assessment of our potential intraday liquidity needs through an additional internal liquidity risk model, referred to as the Intraday Liquidity Model, the results of our long-term stress testing models, our resolution liquidity models and other applicable regulatory requirements and a qualitative assessment of our condition, as well as the financial markets. The results of the Modeled Liquidity Outflow, the Intraday Liquidity Model, the long-term stress testing models and the resolution liquidity models are reported to senior management on a regular basis. We also perform firmwide stress tests. See “Overview and Structure of Risk Management” for information about firmwide stress tests.
Modeled Liquidity Outflow.
Our Modeled Liquidity Outflow is based on conducting multiple scenarios that include combinations of market-wide and firm-specific stress. These scenarios are characterized by the following qualitative elements:
 
Severely challenged market environments, which includes low consumer and corporate confidence, financial and political instability, and adverse changes in market values, including potential declines in equity markets and widening of credit spreads; and
 
A firm-specific crisis potentially triggered by material losses, reputational damage, litigation and/or a ratings downgrade.
The following are key modeling elements of our Modeled Liquidity Outflow:
 
Liquidity needs over a
30-day
scenario;
 
A
two-notch
downgrade of our long-term senior unsecured credit ratings;
 
Changing conditions in funding markets, which limit our access to unsecured and secured funding;
 
No support from additional government funding facilities. Although we have access to various central bank funding programs, we do not assume reliance on additional sources of funding in a liquidity crisis; and
 
A combination of contractual outflows, such as upcoming maturities of unsecured debt, and contingent outflows, including, but not limited to, the withdrawal of customer credit balances in our prime brokerage business, increase in variation margin requirements due to adverse changes in the value of our exchange-traded and
OTC-cleared
derivatives, and withdrawals of deposits that have no contractual maturity.
Intraday Liquidity Model.
Our Intraday Liquidity Model measures our intraday liquidity needs using a scenario analysis characterized by the same qualitative elements as our Modeled Liquidity Outflow. The model assesses the risk of increased intraday liquidity requirements during a scenario where access to sources of intraday liquidity may become constrained.
Long-Term Stress Testing.
We utilize longer-term stress tests to take a forward view on our liquidity position through prolonged stress periods in which we experience a severe liquidity stress and recover in an environment that continues to be challenging. We are focused on ensuring conservative asset-liability management to prepare for a prolonged period of potential stress, seeking to maintain a diversified funding profile with an appropriate tenor, taking into consideration the characteristics and liquidity profile of our assets.
Resolution Liquidity Models.
In connection with our resolution planning efforts, we have established our Resolution Liquidity Adequacy and Positioning framework, which estimates liquidity needs of our major subsidiaries in a stressed environment. The liquidity needs are measured using our Modeled Liquidity Outflow assumptions and include certain additional inter-affiliate exposures. We have also established our Resolution Liquidity Execution Need framework, which measures the liquidity needs of our major subsidiaries to stabilize and wind-down following a Group Inc. bankruptcy filing in accordance with our preferred resolution strategy.
In addition, we have established a triggers and alerts framework, which is designed to provide the Board with information needed to make an informed decision on whether and when to commence bankruptcy proceedings for Group Inc.
Limits
We use liquidity risk limits at various levels and across liquidity risk types to manage the size of our liquidity exposures. Limits are measured relative to acceptable levels of risk given our liquidity risk tolerance. See “Overview and Structure of Risk Management” for information about the limit approval process.
Limits are monitored by Treasury and Liquidity Risk. Liquidity Risk is responsible for identifying and escalating to senior management and/or the appropriate risk committee, on a timely basis, instances where limits have been exceeded.
 
141135 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
GCLA and Unencumbered Metrics
GCLA.
Based on the results of our internal liquidity risk models, described above, as well as our consideration of other factors, including, but not limited to, a qualitative assessment of our condition, as well as the financial markets, we believe our liquidity position as of both September 2020March 2021 and December 20192020 was appropriate. We strictly limit our GCLA to a narrowly defined list of securities and cash because they are highly liquid, even in a difficult funding environment. We do not include other potential sources of excess liquidity in our GCLA, such as less liquid unencumbered securities or committed credit facilities.
The table below presents information about our GCLA.
 
 
Average for the
Three Months Ended
  
Average for the
Three Months Ended
 
$ in millions
 
 
September
2020
 
 
   
June
2020
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Denomination
      
U.S. dollar
 
 
$191,892
 
   $186,948  
 
$188,854
 
   $190,735 
Non-U.S.
dollar
 
 
109,673
 
   103,061  
 
109,788
 
   107,106 
Total
 
 
$301,565
 
   $290,009  
 
$298,642
 
   $297,841 
Asset Class
      
Overnight cash deposits
 
 
$101,881
 
   $120,850  
 
$132,317
 
   $108,345 
U.S. government obligations
 
 
124,233
 
   99,995  
 
108,339
 
   125,060 
U.S. agency obligations
 
 
11,498
 
   17,378  
 
9,295
 
   7,059 
Non-U.S.
government obligations
 
 
63,953
 
   51,786  
 
48,691
 
   57,377 
Total
 
 
$301,565
 
   $290,009  
 
$298,642
 
   $297,841 
Entity Type
      
Group Inc. and Funding IHC
 
 
$  39,058
 
   $  52,109  
 
$  44,300
 
   $  36,737 
Major broker-dealer subsidiaries
 
 
106,110
 
   102,535  
 
94,232
 
   100,891 
Major bank subsidiaries
 
 
156,397
 
   135,365  
 
160,110
 
   160,213 
Total
 
 
$301,565
 
   $290,009  
 
$298,642
 
   $297,841 
In the table above:
 
The U.S. dollar-denominated GCLA consists of (i) unencumbered U.S. government and agency obligations (including highly liquid U.S. agency mortgage-backed obligations), all of which are eligible as collateral in Federal Reserve open market operations and (ii) certain overnight U.S. dollar cash deposits.
 
The
non-U.S.
dollar-denominated GCLA consists of
non-U.S.
government obligations (only unencumbered German, French, Japanese and U.K. government obligations) and certain overnight cash deposits in highly liquid currencies.
We maintain our GCLA to enable us to meet current and potential liquidity requirements of our parent company, Group Inc., and its subsidiaries. Our Modeled Liquidity Outflow and Intraday Liquidity Model incorporate a requirement for Group Inc., as well as a standalone requirement for each of our major broker-dealer and bank subsidiaries. Funding IHC is required to provide the necessary liquidity to Group Inc. during the ordinary course of business, and is also obligated to provide capital and liquidity support to major subsidiaries in the event of our material financial distress or failure. Liquidity held directly in each of our major broker-dealer and bank subsidiaries is intended for use only by that subsidiary to meet its liquidity requirements and is assumed not to be available to Group Inc. or Funding IHC unless (i) legally provided for and (ii) there are no additional regulatory, tax or other restrictions. In addition, the Modeled Liquidity Outflow and Intraday Liquidity Model also incorporate a broader assessment of standalone liquidity requirements for other subsidiaries and we hold a portion of our GCLA directly at Group Inc. or Funding IHC to support such requirements.
Other Unencumbered Assets.
In addition to our GCLA, we have a significant amount of other unencumbered cash and financial instruments, including other government obligations, high-grade money market securities, corporate obligations, marginable equities, loans and cash deposits not included in our GCLA. The fair value of our unencumbered assets averaged $216.18$224.01 billion for the three months ended September 2020March 2021 and $194.05$214.06 billion for the three months ended JuneDecember 2020. We do not consider these assets liquid enough to be eligible for our GCLA.
Liquidity Regulatory Framework
As a BHC, we are subject to a minimum Liquidity Coverage Ratio (LCR) under the LCR rule approved by the U.S. federal bank regulatory agencies. The LCR rule requires organizations to maintain an adequate ratio of eligible high-quality liquid assets (HQLA) to expected net cash outflows under an acute, short-term liquidity stress scenario. Eligible HQLA excludes HQLA held by subsidiaries that is in excess of their minimum requirement and is subject to transfer restrictions. We are required to maintain a minimum LCR of 100%. We expect that fluctuations in client activity, business mix and the market environment will impact our LCR.
The table below presents information about our average daily LCR.
  
Average for the
Three Months Ended
 
$ in millions
 
 

March

2021
 

 
   
December
2020
 
 
Total HQLA
 
 
$288,142
 
   $291,393 
Eligible HQLA
 
 
$210,133
 
   $212,614 
Net cash outflows
 
 
$151,993
 
   $166,551 
 
LCR
 
 
138%
 
   128% 
 
Goldman Sachs September 2020March 2021 Form 10-Q 142136

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
The table below presents information about our average daily LCR.
  
Average for the
Three Months Ended
 
$ in millions
 
 
September
2020
 
 
   
June
2020
 
 
Total HQLA
 
 
$299,050
 
   $283,483 
Eligible HQLA
 
 
$213,689
 
   $211,255 
Net cash outflows
 
 
$165,109
 
   $146,814 
 
LCR
 
 
130%
 
   144% 
In October 2020, the U.S. federal bank regulatory agencies issued a final rule that establishes a net stable funding ratio (NSFR) requirement for large U.S. banking organizations. This rule will become effective on July 1, 2021 and requires banking organizations to ensure they have access to stable funding over a
one-year
time horizon. The rule also requires disclosure of the ratio on a semi-annual basis and a description of the banking organization’s stable funding sources beginning in 2023. Our estimated NSFR as of March 2021 exceeded the minimum requirement, based on our current interpretation of the final rule.
The following provides information about our subsidiary liquidity regulatory requirements:
 
GS Bank USA.
GS Bank USA is subject to a minimum LCR of 100% under the LCR rule approved by the U.S. federal bank regulatory agencies. As of September 2020,March 2021, GS Bank USA’s LCR exceeded the minimum requirement. The NSFR requirement described above wouldwill also apply to GS Bank USA.
 
GSI.
GSI is subject to a minimum LCR of 100% under the LCR rule approved by the U.K. regulatory authorities and the European Commission.authorities. GSI’s average monthly LCR for the trailing twelve-month period ended September 2020March 2021 exceeded the minimum requirement. GSI is subject to the NSFR requirement implemented in the U.K., which is expected to become effective in January 2022.
 
Other Subsidiaries.
We monitor local regulatory liquidity requirements of our subsidiaries to ensure compliance. For many of our subsidiaries, these requirements either have changed or are likely to change in the future due to the implementation of the Basel Committee on Banking Supervision’sCommittee’s framework for liquidity risk measurement, standards and monitoring, as well as other regulatory developments.
The implementation of these rules and any amendments adopted by the regulatory authorities could impact our liquidity and funding requirements and practices in the future.
Credit Ratings
We rely on the short- and long-term debt capital markets to fund a significant portion of our
day-to-day
operations and the cost and availability of debt financing is influenced by our credit ratings. Credit ratings are also important when we are competing in certain markets, such as OTC derivatives, and when we seek to engage in longer-term transactions. See “Risk Factors” in Part I, Item 1A of the 20192020
Form 10-K
for information about the risks associated with a reduction in our credit ratings.
The table below presents the unsecured credit ratings and outlook of Group Inc.
 
  
As of September 2020March 2021
 
  
 
DBRS
 
 
 
Fitch
 
 
 
Moody’s
 
 
 
R&I
 
 
 
S&P
 
Short-term debt
 
 
R-1 (middle
 
 
F1
 
 
 
P-2P-1
 
 
 
a-1
 
 
 
A-2
 
Long-term debt
 
 
A (high
 
 
A
 
 
 
A3A2
 
 
 
A
 
 
 
BBB+
 
Subordinated debt
 
 
A
 
 
 
BBB+
 
 
 
Baa2
 
 
 
A-
 
 
 
BBB-
 
Trust preferred
 
 
A
 
 
 
BBB-
 
 
 
Baa3
 
 
 
N/A
 
 
 
BB
 
Preferred stock
 
 
BBB (high
 
 
BBB-
 
 
 
Ba1
 
 
 
N/A
 
 
 
BB
 
Ratings outlook
 
 
Stable
 
 
 
Negative
 
 
 
Stable
 
 
 
Stable
 
 
 
Stable
 
In the table above:
 
The ratings and outlook are by DBRS, Inc. (DBRS), Fitch, Inc. (Fitch), Moody’s Investors Service (Moody’s), Rating and Investment Information, Inc. (R&I), and Standard & Poor’s Ratings Services (S&P).
 
The ratings for trust preferred relate to the guaranteed preferred beneficial interests issued by Goldman Sachs Capital I.
 
The DBRS, Fitch, Moody’s and S&P ratings for preferred stock include the APEX issued by Goldman Sachs Capital II and Goldman Sachs Capital III.
In October 2020, Moody’s placed on review for upgradeApril 2021, Fitch revised the long-term and short-term debt ratingsoutlook of Group Inc. from negative to stable.
The table below presents the unsecured credit ratings and outlook of GS Bank USA, GSIB, GSBE, GS&Co. and GSI.
 
  
As of September 2020March 2021
 
  
 
Fitch
 
  
 
Moody’s
 
  
 
S&P
 
GS Bank USA
     
Short-term debt
 
 
F1
 
  
 
P-1
 
  
 
A-1
 
Long-term debt
 
 
A+
 
  
 
A1
 
  
 
A+
 
Short-term bank deposits
 
 
F1+
 
  
 
P-1
 
  
 
N/A
 
Long-term bank deposits
 
 
AA-
 
  
 
A1
 
  
 
N/A
 
Ratings outlook
 
 
Negative
 
  
 
Stable
 
  
 
Stable
 
GSIB
     
Short-term debt
 
 
F1
 
  
 
P-1
 
  
 
A-1
 
Long-term debt
 
 
A+
 
  
 
A1
 
  
 
A+
 
Short-term bank deposits
 
 
F1
 
  
 
P-1
 
  
 
N/A
 
Long-term bank deposits
 
 
A+
 
  
 
A1
 
  
 
N/A
 
Ratings outlook
 
 
Negative
 
  
 
Stable
 
  
 
Stable
 
GSBE
Short-term debt
F1
P-1
A-1
Long-term debt
A
A1
A+
Short-term bank deposits
N/A
P-1
N/A
Long-term bank deposits
N/A
A1
N/A
Ratings outlook
Negative
Stable
Stable
GS&Co.
     
Short-term debt
 
 
F1
 
  
 
N/A
 
  
 
A-1
 
Long-term debt
 
 
A+
 
  
 
N/A
 
  
 
A+
 
Ratings outlook
 
 
Negative
 
  
 
N/A
 
  
 
Stable
 
GSI
     
Short-term debt
 
 
F1
 
  
 
P-1
 
  
 
A-1
 
Long-term debt
 
 
A+
 
  
 
A1
 
  
 
A+
 
Ratings outlook
 
 
Negative
 
  
 
Stable
 
  
 
Stable
 
In April 2021, Fitch revised the outlook of GS Bank USA, GSIB, GSBE, GS&Co. and GSI from negative to stable.
 
143137 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
We believe our credit ratings are primarily based on the credit rating agencies’ assessment of:
 
Our liquidity, market, credit and operational risk management practices;
 
Our level and variability of earnings;
 
Our capital base;
 
Our franchise, reputation and management;
 
Our corporate governance; and
 
The external operating and economic environment, including, in some cases, the assumed level of government support or other systemic considerations, such as potential resolution.
Certain of our derivatives have been transacted under bilateral agreements with counterparties who may require us to post collateral or terminate the transactions based on changes in our credit ratings. We manage our GCLA to ensure we would, among other potential requirements, be able to make the additional collateral or termination payments that may be required in the event of a
two-notch
reduction in our long-term credit ratings, as well as collateral that has not been called by counterparties, but is available to them.
See Note 7 to the consolidated financial statements for further information about derivatives with credit-related contingent features and the additional collateral or termination payments related to our net derivative liabilities under bilateral agreements that could have been called by counterparties in the event of a
one-
or
two-notch
downgrade in our credit ratings.
Cash Flows
As a global financial institution, our cash flows are complex and bear little relation to our net earnings and net assets. Consequently, we believe that traditional cash flow analysis is less meaningful in evaluating our liquidity position than the liquidity and asset-liability management policies described above. Cash flow analysis may, however, be helpful in highlighting certain macro trends and strategic initiatives in our businesses.
NineThree Months Ended September 2020.March 2021.
Our cash and cash equivalents increased by $19.66$35.31 billion to $153.20$191.16 billion at the end of the thirdfirst quarter of 2020,2021, primarily due to net cash provided by financing activities, partially offset by net cash used for operating activities and investing activities. The net cash provided by financing activities primarily reflected an increase in net deposits, principally reflecting increases in consumer,institutional, transaction banking and private bank deposits.consumer deposits, and net issuance of unsecured long-term borrowings. The net cash used for operating activities primarily reflected an increaseincreases in trading assets, net customer and other receivables and payables, and collateralized transactions (an increase in collateralized agreements, and a decreasepartially offset by an increase in collateralized financings) and customer and other receivables and payables, net (an increase in customer and other receivables, partially offset by an increase in customer and other payables), partially offset by an increase in trading liabilities and a decrease in trading assets as a result of our activities and our clients’ activities. The net cash used for investing activities primarily reflected purchases of investments and an increase in net loanslending activities, partially offset by sales and net purchasespaydowns of investments, reflecting an increase in U.S. government obligations accounted for as
available-for-sale.
investments.
NineThree Months Ended September 2019.March 2020.
Our cash and cash equivalents decreased by $36.45$28.06 billion to $94.09$105.49 billion at the end of the thirdfirst quarter of 2019,2020, primarily due to net cash used for operating activities and investing activities, partially offset by net cash provided by financing activities. The net cash used for operating activities primarily reflected an increase in trading assets, partially offset by ancollateralized transactions (an increase in collateralized financings includedagreements and a decrease in collateralized transactions. These changes primarily reflected higher client activity.financings) as a result of our activities and our clients’ activities. The net cash used for investing activities primarily reflected an increase in corporate loans and net purchases of investments, reflecting an increase in U.S. government and agency obligations accounted for as
available-for-sale
securities.investments. The net cash provided by financing activities primarily reflected increasesan increase in consumer deposits, partially offset by net repaymentsthe issuance of unsecured long-term borrowings.borrowings and an increase in other secured financings.
Goldman Sachs September 2020March 2021 Form 10-Q 144138

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Market Risk Management
Overview
Market risk is the risk of loss in the value of our inventory, investments, loans and other financial assets and liabilities accounted for at fair value due to changes in market conditions. We hold such positions primarily for market making for our clients and for our investing and financing activities, and therefore, these positions change based on client demands and our investment opportunities. Since these positions are accounted for at fair value, they fluctuate on a daily basis, with the related gains and losses included in the consolidated statements of earnings. We employ a variety of risk measures, each described in the respective sections below, to monitor market risk. Categories of market risk include the following:
 
Interest rate risk: results from exposures to changes in the level, slope and curvature of yield curves, the volatilities of interest rates, prepayment speeds and credit spreads;
 
Equity price risk: results from exposures to changes in prices and volatilities of individual equities, baskets of equities and equity indices;
 
Currency rate risk: results from exposures to changes in spot prices, forward prices and volatilities of currency rates; and
 
Commodity price risk: results from exposures to changes in spot prices, forward prices and volatilities of commodities, such as crude oil, petroleum products, natural gas, electricity, and precious and base metals.
Market Risk, which is independent of our revenue-producing units and reports to our chief risk officer, has primary responsibility for assessing, monitoring and managing our market risk through firmwide oversight across our global businesses.
Managers in revenue-producing units and Market Risk discuss market information, positions and estimated loss scenarios on an ongoing basis. Managers in revenue-producing units are accountable for managing risk within prescribed limits. These managers have
in-depth
knowledge of their positions, markets and the instruments available to hedge their exposures.
Market Risk Management Process
Our process for managing market risk includes the critical components of our risk management framework described in the “Overview and Structure of Risk Management,” as well as the following:
 
Monitoring compliance with established market risk limits and reporting our exposures;
 
Diversifying exposures;
Controlling position sizes; and
 
Evaluating mitigants, such as economic hedges in related securities or derivatives.
Our market risk management systems enable us to perform an independent calculation of VaR and stress measures, capture risk measures at individual position levels, attribute risk measures to individual risk factors of each position, report many different views of the risk measures (e.g., by desk, business, product type or entity) and produce ad hoc analyses in a timely manner.
Risk Measures
We produce risk measures and monitor them against established market risk limits. These measures reflect an extensive range of scenarios and the results are aggregated at product, business and firmwide levels.
We use a variety of risk measures to estimate the size of potential losses for both moderate and more extreme market moves over both short- and long-term time horizons. Our primary risk measures are VaR, which is used for shorter-term periods, and stress tests. Our risk reports detail key risks, drivers and changes for each desk and business, and are distributed daily to senior management of both our revenue-producing units and our independent risk oversight and control functions.
145Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Value-at-Risk.
VaR is the potential loss in value due to adverse market movements over a defined time horizon with a specified confidence level. For assets and liabilities included in VaR, see “Financial Statement Linkages to Market Risk Measures.” We typically employ a
one-day
time horizon with a 95% confidence level. We use a single VaR model, which captures risks, including interest rates, equity prices, currency rates and commodity prices. As such, VaR facilitates comparison across portfolios of different risk characteristics. VaR also captures the diversification of aggregated risk at the firmwide level.
We are aware of the inherent limitations to VaR and therefore use a variety of risk measures in our market risk management process. Inherent limitations to VaR include:
 
VaR does not estimate potential losses over longer time horizons where moves may be extreme;
 
VaR does not take account of the relative liquidity of different risk positions; and
 
Previous moves in market risk factors may not produce accurate predictions of all future market moves.
139Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
To comprehensively capture our exposures and relevant risks in our VaR calculation, we use historical simulations with full valuation of market factors at the position level by simultaneously shocking the relevant market factors for that position. These market factors include spot prices, credit spreads, funding spreads, yield curves, volatility and correlation, and are updated periodically based on changes in the composition of positions, as well as variations in market conditions. We sample from five years of historical data to generate the scenarios for our VaR calculation. The historical data is weighted so that the relative importance of the data reduces over time. This gives greater importance to more recent observations and reflects current asset volatilities, which improves the accuracy of our estimates of potential loss. As a result, even if our positions included in VaR were unchanged, our VaR would increase with increasing market volatility and vice versa.
Given its reliance on historical data, VaR is most effective in estimating risk exposures in markets in which there are no sudden fundamental changes or shifts in market conditions.
Our VaR measure does not include:
 
Positions that are best measured and monitored using sensitivity measures; and
 
The impact of changes in counterparty and our own credit spreads on derivatives, as well as changes in our own credit spreads on financial liabilities for which the fair value option was elected.
We perform daily backtesting of our VaR model (i.e., comparing daily net revenues for positions included in VaR to the VaR measure calculated as of the prior business day) at the firmwide level and for each of our businesses and major regulated subsidiaries.
Stress Testing.
Stress testing is a method of determining the effect of various hypothetical stress scenarios. We use stress testing to examine risks of specific portfolios, as well as the potential impact of our significant risk exposures. We use a variety of stress testing techniques to calculate the potential loss from a wide range of market moves on our portfolios, including firmwide stress tests, sensitivity analysis and scenario analysis. The results of our various stress tests are analyzed together for risk management purposes. See “Overview and Structure of Risk Management” for information about firmwide stress tests.
Sensitivity analysis is used to quantify the impact of a market move in a single risk factor across all positions (e.g., equity prices or credit spreads) using a variety of defined market shocks, ranging from those that could be expected over a
one-day
time horizon up to those that could take many months to occur. We also use sensitivity analysis to quantify the impact of the default of any single entity, which captures the risk of large or concentrated exposures.
Scenario analysis is used to quantify the impact of a specified event, including how the event impacts multiple risk factors simultaneously. For example, for sovereign stress testing we calculate potential direct exposure associated with our sovereign positions, as well as the corresponding debt, equity and currency exposures associated with our
non-sovereign
positions that may be impacted by the sovereign distress. When conducting scenario analysis, we often consider a number of possible outcomes for each scenario, ranging from moderate to severely adverse market impacts. In addition, these stress tests are constructed using both historical events and forward-looking hypothetical scenarios.
Unlike VaR measures, which have an implied probability because they are calculated at a specified confidence level, there may not be an implied probability that our stress testing scenarios will occur. Instead, stress testing is used to model both moderate and more extreme moves in underlying market factors. When estimating potential loss, we generally assume that our positions cannot be reduced or hedged (although experience demonstrates that we are generally able to do so).
Goldman Sachs September 2020 Form 10-Q146

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Limits
We use market risk limits at various levels to manage the size of our market exposures. These limits are set based on VaR and on a range of stress tests relevant to our exposures. See “Overview and Structure of Risk Management” for information about the limit approval process.
Market Risk is responsible for monitoring these limits, and identifying and escalating to senior management and/or the appropriate risk committee, on a timely basis, instances where limits have been exceeded (e.g., due to positional changes or changes in market conditions, such as increased volatilities or changes in correlations). Such instances are remediated by a reduction in the positions we hold and/or a temporary or permanent increase to the limit.
Metrics
We analyze VaR at the firmwide level and a variety of more detailed levels, including by risk category, business and region. Diversification effect in the tables below represents the difference between total VaR and the sum of the VaRs for the four risk categories. This effect arises because the four market risk categories are not perfectly correlated.
The table below presents our average daily VaR.
 
 Three Months Ended       Nine Months
Ended September
  Three Months Ended 
$ in millions
 
 
September
2020
 
 
  
June
2020
 
 
  
September
2019
 
 
   
 
2020
 
     2019  
 
March
2021
 
 
   
December
2020
 
 
   
March
2020
 
 
Categories
              
Interest rates
 
 
$ 72
 
 $   98  $ 49   
 
$ 77
 
     $ 44  
 
$ 58
 
   $ 57    $ 60 
Equity prices
 
 
55
 
 74  28   
 
57
 
     28  
 
51
 
   50    41 
Currency rates
 
 
22
 
 39  12   
 
26
 
     11  
 
12
 
   14    18 
Commodity prices
 
 
26
 
 24  12   
 
20
 
     12  
 
22
 
   20    11 
Diversification effect
 
 
(84
 (113 (43   
 
(82
     (40 
 
(54
   (57   (49
Total
 
 
$ 91
 
 $ 122  $ 58    
 
$ 98
 
     $ 55  
 
$ 89
 
   $ 84    $ 81 
Goldman Sachs March 2021 Form 10-Q140

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Our average daily VaR decreasedincreased to $91$89 million for the thirdfirst quarter of 2021 from $84 million for the fourth quarter of 2020, from $122 million for the second quarter of 2020,primarily due to decreasesa decrease in the diversification effect and increases in the commodity prices, interest rates and equity prices and currency rates categories, partially offset by a decrease in the diversification effect and an increase in the commodity pricescurrency rates category. The overall decreaseincrease was primarily due to reduced exposures.increased exposures, partially offset by lower levels of volatility.
Our average daily VaR increased to $91$89 million for the thirdfirst quarter of 20202021 from $58$81 million for the thirdfirst quarter of 2019,2020, due to increases in equity prices, interest rates,the commodity prices and currency ratesequity prices categories, partially offset by decreases in the currency rates and interest rates categories and an increase in the diversification effect. The overall increase was primarily due to higher levels of volatility.
Our average daily VaR increased to $98 million for the nine months ended September 2020 from $55 million for the nine months ended September 2019, due to increases in interest rates, equity prices, currency rates and commodity prices categories, partially offset by an increase in the diversification effect. The overall increase due to higher levels of volatility and increased exposures.
The table below presents our
period-end
VaR.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
June
2020
 
 
   
September
2019
 
 
 
 
March
2021
 
 
   
December
2020
 
 
   
March
2020
 
 
Categories
          
Interest rates
 
 
$ 60
 
   $   99    $ 51  
 
$ 59
 
   $ 60    $   99 
Equity prices
 
 
46
 
   68    29  
 
54
 
   50    78 
Currency rates
 
 
17
 
   29    12  
 
14
 
   11    48 
Commodity prices
 
 
20
 
   24    12  
 
16
 
   16    16 
Diversification effect
 
 
(62
   (101   (47 
 
(59
   (46   (118
Total
 
 
$ 81
 
   $ 119    $ 57  
 
$ 84
 
   $ 91    $ 123 
Our
period-end
VaR decreased to $81$84 million as of September 2020March 2021 from $119$91 million as of JuneDecember 2020, due to an increase in the diversification effect and a decrease in the interest rates category, partially offset by increases in the equity prices and currency rates categories. The overall decrease was due to lower levels of volatility, partially offset by increased exposures.
Our
period-end
VaR decreased to $84 million as of March 2021 from $123 million as of March 2020, due to decreases in the interest rates, equity prices, currency rates and commodityequity prices categories, partially offset by a decrease in the diversification effect. The overall decrease was primarily due to lower levels of volatility and reduced exposures.
Our
period-end
VaR increased to $81 million as of September 2020 from $57 million as of September 2019, due to increases in equity prices, interest rates, commodity prices and currency rates categories, partially offset by an increase in the diversification effect. The overall increase was due to higher levels of volatility and increased exposures.volatility.
During the ninethree months ended SeptemberMarch 2021, the firmwide VaR risk limit was not exceeded, raised or reduced, and there were no permanent or temporary changes to the firmwide VaR risk limit. During 2020, the firmwide VaR risk limit was exceeded on 16 occasions (all of which occurred during the first half of 2020), primarily due to higher levels of volatility. There were no permanent changes to the firmwide VaR risk limit during this period. However, there were temporary increases to the firmwide VaR risk limit as a result of the market environment. During the year ended December 2019, the firmwide VaR risk limit was not exceeded, raised or reduced.environment in 2020.
The table below presents our high and low VaR.
 
  Three Months Ended        
  
September 2020
    June 2020    September 2019 
$ in millions
 
 
High
 
    
 
Low
 
 
    
  High    Low  
    
  High      Low 
Categories
               
Interest rates
 
 
$  99
 
    
 
$59
 
   $120    $80    $60      $40 
Equity prices
 
 
$  75
 
    
 
$42
 
   $116    $46    $34      $23 
Currency rates
 
 
$  32
 
    
 
$16
 
   $  49    $27    $22      $  6 
Commodity prices
 
 
$  37
 
    
 
$17
 
    $  54    $15     $15      $11 
 
Firmwide
               
VaR
 
 
$125
 
    
 
$77
 
    $158    $96     $71      $51 
  Three Months Ended 
  
March 2021
  
    
 December 2020        March 2020 
$ in millions
 
 
High
 
  
 
Low
 
    High      Low       High    Low 
Categories
             
Interest rates
 
 
$  67
 
  
 
$50
 
   $65      $51    $  99    $46 
Equity prices
 
 
$  71
 
  
 
$40
 
   $63      $44    $116    $23 
Currency rates
 
 
$  16
 
  
 
$  9
 
   $19      $10    $  53    $  8 
Commodity prices
 
 
$  34
 
  
 
$14
 
    $31      $15       $  18    $  9 
 
Firmwide
             
VaR
 
 
$105
 
  
 
$74
 
    $95      $78       $195    $58 
147Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
The chart below presents our daily VaR for the ninethree months ended September 2020.March 2021.
 
The table below presents, by number of business days, the frequency distribution of our daily net revenues for positions included in VaR.
 
  Three Months
Ended September
      Nine Months
Ended September
 
$ in millions
 
 
2020
 
     2019            
 
2020
 
     2019 
>$100
 
 
4
 
     5    
 
44
 
     10 
$75 - $100
 
 
9
 
     3    
 
30
 
     14 
$50 - $75
 
 
21
 
     15    
 
34
 
     35 
$25 - $50
 
 
17
 
     14    
 
39
 
     58 
$0 - $25
 
 
8
 
     13    
 
25
 
     47 
$(25) - $0
 
 
3
 
     12    
 
9
 
     22 
$(50) - $(25)
 
 
2
 
     2    
 
4
 
     2 
$(75) - $(50)
 
 
 
         
 
2
 
      
$(100) - $(75)
 
 
 
          
 
2
 
      
Total
 
 
64
 
     64     
 
189
 
     188 
  Three Months
Ended March
 
$ in millions
 
 
2021
 
   2020 
>$100
 
 
26
 
   14 
$75 – $100
 
 
15
 
   8 
$50 – $75
 
 
9
 
   5 
$25 – $50
 
 
3
 
   12 
$0 – $25
 
 
6
 
   14 
$(25) – $0
 
 
2
 
   4 
$(50) – $(25)
 
 
 
   1 
$(75) – $(50)
 
 
 
   2 
$(100) – $(75)
 
 
 
   2 
Total
 
 
61
 
   62 
Daily net revenues for positions included in VaR are compared with VaR calculated as of the end of the prior business day. Net losses incurred on a single day for such positions did not exceed our 95%
one-day
VaR (i.e., a VaR exception) during both the three months ended September 2020March 2021 and September 2019.exceeded our 95% one day VaR on two occasions during the three months ended March 2020.
141Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
During periods in which we have significantly more positive net revenue days than net revenue loss days, we expect to have fewer VaR exceptions because, under normal conditions, our business model generally produces positive net revenues. In periods in which our franchise revenues are adversely affected, we generally have more loss days, resulting in more VaR exceptions. The daily net revenues for positions included in VaR used to determine VaR exceptions reflect the impact of any intraday activity, including bid/offer net revenues, which are more likely than not to be positive by their nature.
Sensitivity Measures
Certain portfolios and individual positions are not included in VaR because VaR is not the most appropriate risk measure. Other sensitivity measures we use to analyze market risk are described below.
10% Sensitivity Measures.
The table below presents our market risk by asset category for positions accounted for at fair value, that are not included in VaR.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
June
2020
 
 
   
September
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
   
March
2020
 
 
Equity
 
 
$1,760
 
   $1,723    $1,938  
 
$1,831
 
   $1,854    $1,818 
Debt
 
 
2,391
 
   2,316    2,221  
 
2,486
 
   2,516    2,384 
Total
 
 
$4,151
 
   $4,039    $4,159  
 
$4,317
 
   $4,370    $4,202 
In the table above:
 
The market risk of these positions is determined by estimating the potential reduction in net revenues of a 10% decline in the value of these positions.
 
Equity positions relate to private and restricted public equity securities, including interests in funds that invest in corporate equities and real estate and interests in hedge funds.
 
Debt positions include interests in funds that invest in corporate mezzanine and senior debt instruments, loans backed by commercial and residential real estate, corporate bank loans and other corporate debt, including acquired portfolios of distressed loans.
 
Funded equity and debt positions are included in our consolidated balance sheets in investments and loans. See Note 8 to the consolidated financial statements for further information about investments and Note 9 to the consolidated financial statements for further information about loans.
 
These measures do not reflect the diversification effect across asset categories or across other market risk measures.
Goldman Sachs September 2020 Form 10-Q148

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Credit and Funding Spread Sensitivity on Derivatives and Financial Liabilities.
VaR excludes the impact of changes in counterparty credit spreads, our own credit spreads and unsecured funding spreads on derivatives, as well as changes in our own credit spreads (debt valuation adjustment) on financial liabilities for which the fair value option was elected. The estimated sensitivity to a one basis point increase in credit spreads (counterparty and our own) and unsecured funding spreads on derivatives (including hedges) was a loss of $2 million as of March 2021 and $3 million as of both September 2020 and JuneDecember 2020. In addition, the estimated sensitivity to a one basis point increase in our own credit spreads on financial liabilities for which the fair value option was elected was a gain of $26 million as of September 2020 and $28 million as of JuneMarch 2021 and $22 million as of December 2020. However, the actual net impact of a change in our own credit spreads is also affected by the liquidity, duration and convexity (as the sensitivity is not linear to changes in yields) of those financial liabilities for which the fair value option was elected, as well as the relative performance of any hedges undertaken.
Interest Rate Sensitivity.
Loans accounted for at amortized cost were $95.46$104.60 billion as of September 2020March 2021 and $100.53$99.69 billion as of JuneDecember 2020, substantially all of which had floating interest rates. The estimated sensitivity to a 100 basis point increase in interest rates on such loans was $685$808 million as of September 2020March 2021 and $735$737 million as of JuneDecember 2020 of additional interest income over a twelve-month period, which does not take into account the potential impact of an increase in costs to fund such loans. See Note 9 to the consolidated financial statements for further information about loans accounted for at amortized cost.
Other Market Risk Considerations
As of both September 2020 and June 2020, we had commitments and held loans for which we have obtained credit loss protection from Sumitomo Mitsui Financial Group, Inc. See Note 18 to the consolidated financial statements for further information about such lending commitments.
In addition, weWe make investments in securities that are accounted for as
available-for-sale,
held-to-maturity
or under the equity method which are included in investments in the consolidated balance sheets. See Note 8 to the consolidated financial statements for further information.
Direct investments in real estate are accounted for at cost less accumulated depreciation. See Note 12 to the consolidated financial statements for further information about other assets.
Goldman Sachs March 2021 Form 10-Q142

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Financial Statement Linkages to Market Risk Measures
We employ a variety of risk measures, each described in the respective sections above, to monitor market risk across the consolidated balance sheets and consolidated statements of earnings. The related gains and losses on these positions are included in market making, other principal transactions, interest income and interest expense in the consolidated statements of earnings, and debt valuation adjustment in the consolidated statements of comprehensive income.
The table below presents certain assets and liabilities in our consolidated balance sheets and the market risk measures used to assess those assets and liabilities.
 
Assets or Liabilities
 
Market Risk Measures
 
Collateralized agreements, at fair value
 
VaR
 
Customer and other receivables, at fair value
 
 
10% Sensitivity Measures
 
Trading assets
 
 
VaR
Credit Spread Sensitivity
 
Investments, at fair value
 
 
VaR
10% Sensitivity Measures
 
Loans
 
 
VaR
10% Sensitivity Measures
Interest Rate Sensitivity
 
Deposits, at fair value
 
 
VaR
Credit Spread Sensitivity
 
Collateralized financings, at fair value
 
VaR
 
Trading liabilities
 
 
VaR
Credit Spread Sensitivity
 
Unsecured borrowings, at fair value
 
 
VaR
Credit Spread Sensitivity
Credit Risk Management
Overview
Credit risk represents the potential for loss due to the default or deterioration in credit quality of a counterparty (e.g., an OTC derivatives counterparty or a borrower) or an issuer of securities or other instruments we hold. Our exposure to credit risk comes mostly from client transactions in OTC derivatives and loans and lending commitments. Credit risk also comes from cash placed with banks, securities financing transactions (i.e., resale and repurchase agreements and securities borrowing and lending activities) and customer and other receivables.
149Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Credit Risk, which is independent of our revenue-producing units and reports to our chief risk officer, has primary responsibility for assessing, monitoring and managing our credit risk through firmwide oversight across our global businesses. The Risk Governance Committee reviews and approves credit policies and parameters. In addition, we hold other positions that give rise to credit risk (e.g., bonds and secondary bank loans). These credit risks are captured as a component of market risk measures, which are monitored and managed by Market Risk. We also enter into derivatives to manage market risk exposures. Such derivatives also give rise to credit risk, which is monitored and managed by Credit Risk.
Credit Risk Management Process
Our process for managing credit risk includes the critical components of our risk management framework described in the “Overview and Structure of Risk Management,” as well as the following:
 
Monitoring compliance with established credit risk limits and reporting our credit exposures and credit concentrations;
 
Establishing or approving underwriting standards;
 
Assessing the likelihood that a counterparty will default on its payment obligations;
 
Measuring our current and potential credit exposure and losses resulting from a counterparty default;
 
Using credit risk mitigants, including collateral and hedging; and
 
Maximizing recovery through active workout and restructuring of claims.
We also perform credit reviews, which include initial and ongoing analyses of our counterparties. For substantially all of our credit exposures, the core of our process is an annual counterparty credit review. A credit review is an independent analysis of the capacity and willingness of a counterparty to meet its financial obligations, resulting in an internal credit rating. The determination of internal credit ratings also incorporates assumptions with respect to the nature of and outlook for the counterparty’s industry, and the economic environment. Senior personnel, with expertise in specific industries, inspect and approve credit reviews and internal credit ratings.
Our risk assessment process may also include, where applicable, reviewing certain key metrics, including, but not limited to, delinquency status, collateral values, FICO credit scores and other risk factors.
143Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Our credit risk management systems capture credit exposure to individual counterparties and on an aggregate basis to counterparties and their subsidiaries. These systems also provide management with comprehensive information about our aggregate credit risk by product, internal credit rating, industry, country and region.
Risk Measures
We measure our credit risk based on the potential loss in the event of
non-payment
by a counterparty using current and potential exposure. For derivatives and securities financing transactions, current exposure represents the amount presently owed to us after taking into account applicable netting and collateral arrangements, while potential exposure represents our estimate of the future exposure that could arise over the life of a transaction based on market movements within a specified confidence level. Potential exposure also takes into account netting and collateral arrangements. For loans and lending commitments, the primary measure is a function of the notional amount of the position.
Stress Tests
We conduct regular stress tests to calculate the credit exposures, including potential concentrations that would result from applying shocks to counterparty credit ratings or credit risk factors (e.g., currency rates, interest rates, equity prices). These shocks cover a wide range of moderate and more extreme market movements, including shocks to multiple risk factors, consistent with the occurrence of a severe market or economic event. In the case of sovereign default, we estimate the direct impact of the default on our sovereign credit exposures, changes to our credit exposures arising from potential market moves in response to the default, and the impact of credit market deterioration on corporate borrowers and counterparties that may result from the sovereign default. Unlike potential exposure, which is calculated within a specified confidence level, stress testing does not generally assume a probability of these events occurring. We also perform firmwide stress tests. See “Overview and Structure of Risk Management” for information about firmwide stress tests.
To supplement these regular stress tests, as described above, we also conduct tailored stress tests on an ad hoc basis in response to specific market events that we deem significant. We also utilize these stress tests to estimate the indirect impact of certain hypothetical events on our country exposures, such as the impact of credit market deterioration on corporate borrowers and counterparties along with the shocks to the risk factors described above. The parameters of these shocks vary based on the scenario reflected in each stress test. We review estimated losses produced by the stress tests in order to understand their magnitude, highlight potential loss concentrations, and assess and mitigate our exposures where necessary.
Goldman Sachs September 2020 Form 10-Q150

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Limits
We use credit risk limits at various levels, as well as underwriting standards to manage the size and nature of our credit exposures. Limits for industries and countries are based on our risk appetite and are designed to allow for regular monitoring, review, escalation and management of credit risk concentrations. See “Overview and Structure of Risk Management” for information about the limit approval process.
Credit Risk is responsible for monitoring these limits, and identifying and escalating to senior management and/or the appropriate risk committee, on a timely basis, instances where limits have been exceeded.
Risk Mitigants
To reduce our credit exposures on derivatives and securities financing transactions, we may enter into netting agreements with counterparties that permit us to offset receivables and payables with such counterparties. We may also reduce credit risk with counterparties by entering into agreements that enable us to obtain collateral from them on an upfront or contingent basis and/or to terminate transactions if the counterparty’s credit rating falls below a specified level. We monitor the fair value of the collateral to ensure that our credit exposures are appropriately collateralized. We seek to minimize exposures where there is a significant positive correlation between the creditworthiness of our counterparties and the market value of collateral we receive.
For loans and lending commitments, depending on the credit quality of the borrower and other characteristics of the transaction, we employ a variety of potential risk mitigants. Risk mitigants include collateral provisions, guarantees, covenants, structural seniority of the bank loan claims and, for certain lending commitments, provisions in the legal documentation that allow us to adjust loan amounts, pricing, structure and other terms as market conditions change. The type and structure of risk mitigants employed can significantly influence the degree of credit risk involved in a loan or lending commitment.
When we do not have sufficient visibility into a counterparty’s financial strength or when we believe a counterparty requires support from its parent, we may obtain third-party guarantees of the counterparty’s obligations. We may also mitigate our credit risk using credit derivatives or participation agreements.
Goldman Sachs March 2021 Form 10-Q144

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Credit Exposures
As of September 2020,March 2021, our aggregate credit exposure increased as compared with December 2019,2020, primarily reflecting increases in cash deposits with central banks and OTC derivatives,loans and lending commitments, partially offset by a decrease in loans and lending commitments.receivables from clearing organizations. The percentage of our credit exposures arising from
non-investment-grade
counterparties (based on our internally determined public rating agency equivalents) decreased slightly as compared with December 2019,2020, primarily reflecting an increase in investment-grade credit exposure related to cash deposits with central banks. Our credit exposure to counterparties that defaulted during the ninethree months ended September 2020March 2021 was higherlower as compared with our credit exposure to counterparties that defaulted during the same prior year period, and such exposure was substantially allprimarily related to loans and lending commitments. Our credit exposure to counterparties that defaulted during the ninethree months ended September 2020March 2021 remained low, representing approximatelyless than 1% of our total credit exposure. Estimated losses associated with these defaults have been recognized in earnings. Our credit exposures are described further below.
Cash and Cash Equivalents.
Our credit exposure on cash and cash equivalents arises from our unrestricted cash, and includes both interest-bearing and
non-interest-bearing
deposits. To mitigate the risk of credit loss, we place substantially all of our deposits with highly rated banks and central banks.
The table below presents our credit exposure from unrestricted cash and cash equivalents, and the concentration by industry, region and credit quality.internally determined public rating agency equivalents.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
Cash and Cash Equivalents
 
 
$131,104
 
   $110,774  
 
$165,603
 
   $131,324 
Industry
      
Financial Institutions
 
 
10%
 
   12%  
 
6%
 
   11% 
Sovereign
 
 
90%
 
   88%  
 
94%
 
   89% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
Region
      
Americas
 
 
53%
 
   50%  
 
61%
 
   45% 
EMEA
 
 
26%
 
   31%  
 
30%
 
   41% 
Asia
 
 
21%
 
   19%  
 
9%
 
   14% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
Credit Quality (Credit Rating Equivalent)
      
AAA
 
 
69%
 
   66%  
 
62%
 
   44% 
AA
 
 
6%
 
   11%  
 
26%
 
   38% 
A
 
 
24%
 
   22%  
 
11%
 
   17% 
BBB
 
 
1%
 
   1%  
 
1%
 
   1% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
The table above excludes cash segregated for regulatory and other purposes of $22.10$25.56 billion as of September 2020March 2021 and $22.78$24.52 billion as of December 2019.2020.
151Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
OTC Derivatives.
Our credit exposure on OTC derivatives arises primarily from our market-making activities. As a market maker, we enter into derivative transactions to provide liquidity to clients and to facilitate the transfer and hedging of their risks. We also enter into derivatives to manage market risk exposures. We manage our credit exposure on OTC derivatives using the credit risk process, measures, limits and risk mitigants described above.
We generally enter into OTC derivatives transactions under bilateral collateral arrangements that require the daily exchange of collateral. As credit risk is an essential component of fair value, we include a credit valuation adjustment (CVA) in the fair value of derivatives to reflect counterparty credit risk, as described in Note 7 to the consolidated financial statements. CVA is a function of the present value of expected exposure, the probability of counterparty default and the assumed recovery upon default.
The table below presents our net credit exposure from OTC derivatives and the concentration by industry and region.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 

March

2021
 

 
   
December
2020
 
 
OTC derivative assets
 
 
$ 60,454
 
   $ 43,011  
 
$ 63,728
 
   $ 64,850 
Collateral (not netted under U.S. GAAP)
 
 
(18,751
   (15,420 
 
(17,530
   (18,990
Net credit exposure
 
 
$ 41,703
 
   $ 27,591  
 
$ 46,198
 
   $ 45,860 
Industry
      
Consumer, Retail & Healthcare
 
 
5%
 
   4% 
Consumer & Retail
 
 
3%
 
   4% 
Diversified Industrials
 
 
18%
 
   7%  
 
21%
 
   23% 
Financial Institutions
 
 
13%
 
   13%  
 
13%
 
   12% 
Funds
 
 
12%
 
   11%  
 
19%
 
   12% 
Healthcare
 
 
1%
 
   2% 
Municipalities & Nonprofit
 
 
7%
 
   8%  
 
4%
 
   6% 
Natural Resources & Utilities
 
 
13%
 
   15%  
 
12%
 
   11% 
Sovereign
 
 
16%
 
   25%  
 
12%
 
   14% 
Technology, Media & Telecommunications
 
 
11%
 
   9%  
 
10%
 
   12% 
Other (including Special Purpose Vehicles)
 
 
5%
 
   8%  
 
5%
 
   4% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
Region
      
Americas
 
 
59%
 
   44%  
 
60%
 
   62% 
EMEA
 
 
33%
 
   48%  
 
30%
 
   30% 
Asia
 
 
8%
 
   8%  
 
10%
 
   8% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
In the table above:
 
OTC derivative assets, included in the consolidated balance sheets, are reported on a
net-by-counterparty
basis (i.e., the net receivable for a given counterparty) when a legal right of setoff exists under an enforceable netting agreement (counterparty netting) and are accounted for at fair value, net of cash collateral received under enforceable credit support agreements (cash collateral netting).
 
Collateral represents cash collateral and the fair value of securities collateral, primarily U.S. and
non-U.S.
government and agency obligations, received under credit support agreements, that we consider when determining credit risk, but such collateral is not eligible for netting under U.S. GAAP.
145Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
The table below presents the distribution of our net credit exposure from OTC derivatives by tenor.
 
$ in millions
  
Investment-
Grade
 
 
  
Non-Investment-

Grade / Unrated
 
 
 Total   
Investment-
Grade
 
 
   
Non-Investment-

Grade / Unrated
 
 
  
 
Total
 
As of September 2020
   
As of March 2021
     
Less than 1 year
 
 
$  19,558
 
 
 
$   8,978
 
 
 
$   28,536
 
 
 
$
   
25,745
 
  
 
$ 10,489
 
  
 
$
   
36,234
 
1 - 5 years
 
 
25,406
 
 
 
13,581
 
 
 
38,987
 
 
 
21,403
 
  
 
15,163
 
  
 
36,566
 
Greater than 5 years
 
 
76,543
 
 
 
9,703
 
 
 
86,246
 
 
 
64,558
 
  
 
7,241
 
  
 
71,799
 
Total
 
 
121,507
 
 
 
32,262
 
 
 
153,769
 
 
 
111,706
 
  
 
32,893
 
  
 
144,599
 
Netting
 
 
(98,796
 
 
(13,270
 
 
(112,066
 
 
(88,126
  
 
(10,275
  
 
(98,401
Net credit exposure
 
 
$  22,711
 
 
 
$ 18,992
 
 
 
$   41,703
 
 
 
$
   
23,580
 
  
 
$ 22,618
 
  
 
$
   
46,198
 
As of December 2019
   
As of December 2020
     
Less than 1 year
 $  18,764   $
   
4,247
   $
   
23,011
   $   22,332    $
 
12,507
    $   34,839 
1 - 5 years
 18,674  6,879  25,553   23,927    16,486    40,413 
Greater than 5 years
 60,190  5,896  66,086   77,653    8,958    86,611 
Total
 97,628  17,022  114,650   123,912    37,951    161,863 
Netting
 (78,081 (8,978 (87,059  (101,691   (14,312   (116,003
Net credit exposure
 $  19,547   $
   
8,044
   $
   
27,591
   $   22,221    $
 
23,639
    $   45,860 
In the table above:
 
Tenor is based on remaining contractual maturity.
 
Netting includes counterparty netting across tenor categories and cash and securities collateral that we consider when determining credit risk (including collateral that is not eligible for netting under U.S. GAAP). Counterparty netting within the same tenor category is included within such tenor category.
The tables below present the distribution of our net credit exposure from OTC derivatives by tenor and internally determined public rating agency equivalents.
 
  Investment-Grade 
$ in millions
  AAA   AA   A   BBB   Total 
As of September 2020
     
Less than 1 year
 
 
$     649
 
 
 
$   3,283
 
 
 
$ 10,366
 
 
 
$   5,260
 
 
 
$  19,558
 
1 - 5 years
 
 
936
 
 
 
4,334
 
 
 
12,149
 
 
 
7,987
 
 
 
25,406
 
Greater than 5 years
 
 
16,158
 
 
 
7,887
 
 
 
27,540
 
 
 
24,958
 
 
 
76,543
 
Total
 
 
17,743
 
 
 
15,504
 
 
 
50,055
 
 
 
38,205
 
 
 
121,507
 
Netting
 
 
(13,374
 
 
(10,976
 
 
(43,277
 
 
(31,169
 
 
(98,796
Net credit exposure
 
 
$  4,369
 
 
 
$   4,528
 
 
 
$   6,778
 
 
 
$   7,036
 
 
 
$  22,711
 
 
As of December 2019
     
Less than 1 year
  $
     
326
   $
   
2,022
   $
 
10,002
   $
   
6,414
   $  18,764 
1 - 5 years
  669   3,196   8,635   6,174   18,674 
Greater than 5 years
  12,381   5,770   22,324   19,715   60,190 
Total
  13,376   10,988   40,961   32,303   97,628 
Netting
  (8,146  (8,273  (35,932  (25,730  (78,081
Net credit exposure
  $
  
5,230
   $
   
2,715
   $
   
5,029
   $
   
6,573
   $  19,547 
  
Non-Investment-Grade
/ Unrated
 
$ in millions
  BB or lower   Unrated   Total 
As of September 2020
   
Less than 1 year
 
 
$   8,514
 
 
 
$
 
      464
 
 
 
$
  
  8,978
 
1 - 5 years
 
 
13,299
 
 
 
282
 
 
 
13,581
 
Greater than 5 years
 
 
9,466
 
 
 
237
 
 
 
9,703
 
Total
 
 
31,279
 
 
 
983
 
 
 
32,262
 
Netting
 
 
(13,058
 
 
(212
 
 
(13,270
Net credit exposure
 
 
$ 18,221
 
 
 
$
 
      771
 
 
 
$
  
18,992
 
 
As of December 2019
   
Less than 1 year
  $
   
3,964
   $
 
      283
   $
  
  4,247
 
1 - 5 years
  6,772   107   6,879 
Greater than 5 years
  5,835   61   5,896 
Total
  16,571   451   17,022 
Netting
  (8,811  (167  (8,978
Net credit exposure
  $
   
7,760
   $
 
      284
   $
  
  8,044
 
  Investment-Grade 
$ in millions
  AAA   AA   A   BBB   Total 
As of March 2021
 
Less than 1 year
 
 
$     
    
554
 
 
 
$   6,688
 
 
 
$ 11,751
 
 
 
$   6,752
 
 
 
$
   
25,745
 
1 - 5 years
 
 
1,182
 
 
 
3,626
 
 
 
10,342
 
 
 
6,253
 
 
 
21,403
 
Greater than 5 years
 
 
12,773
 
 
 
6,107
 
 
 
24,616
 
 
 
21,062
 
 
 
64,558
 
Total
 
 
14,509
 
 
 
16,421
 
 
 
46,709
 
 
 
34,067
 
 
 
111,706
 
Netting
 
 
(11,052
 
 
(10,959
 
 
(39,238
 
 
(26,877
 
 
(88,126
Net credit exposure
 
 
$   3,457
 
 
 
$   5,462
 
 
 
$   7,471
 
 
 
$   7,190
 
 
 
$
   
23,580
 
 
As of December 2020
 
Less than 1 year
  $
     
    
532
   $
   
4,146
   $
 
11,440
   $
   
6,214
   $   22,332 
1 - 5 years
  1,069   4,189   10,976   7,693   23,927 
Greater than 5 years
  16,550   7,403   28,410   25,290   77,653 
Total
  18,151   15,738   50,826   39,197   123,912 
Netting
  (14,364  (11,230  (44,529  (31,568  (101,691
Net credit exposure
  $
   
3,787
   $
   
4,508
   $
   
6,297
   $
   
7,629
   $   22,221 
          
Non-Investment-Grade
/ Unrated
 
$ in millions
          BB or lower   Unrated   Total 
As of March 2021
     
Less than 1 year
   
 
$   9,721
 
 
 
$     
    
768
 
 
 
$
   
10,489
 
1 - 5 years
   
 
15,002
 
 
 
161
 
 
 
15,163
 
Greater than 5 years
         
 
7,010
 
 
 
231
 
 
 
7,241
 
Total
   
 
31,733
 
 
 
1,160
 
 
 
32,893
 
Netting
         
 
(10,190
 
 
(85
 
 
(10,275
Net credit exposure
         
 
$ 21,543
 
 
 
$   1,075
 
 
 
$
   
22,618
 
 
As of December 2020
 
  
Less than 1 year
    $
 
11,541
   $
     
    
966
   $   12,507 
1 - 5 years
    16,274   212   16,486 
Greater than 5 years
          8,844   114   8,958 
Total
    36,659   1,292   37,951 
Netting
          (14,114  (198  (14,312
Net credit exposure
          $
 
22,545
   $
   
1,094
   $   23,639 
Goldman Sachs September 2020 Form 10-Q152

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Lending Activities.
We manage our lending activities using the credit risk process, measures, limits and risk mitigants described above. Other lending positions, including secondary trading positions, are risk-managed as a component of market risk.
The table below presents our loans and lending commitments.
$ in millions
 
 
Loans
 
   
Lending
Commitments
 
 
  
 
Total
 
As of March 2021
     
Corporate
 
 
$  47,495
 
  
 
$153,709
 
  
 
$201,204
 
Wealth management
 
 
35,506
 
  
 
3,789
 
  
 
39,295
 
Commercial real estate
 
 
20,662
 
  
 
3,810
 
  
 
24,472
 
Residential real estate
 
 
8,810
 
  
 
3,491
 
  
 
12,301
 
Consumer:
     
Installment
 
 
3,477
 
  
 
5
 
  
 
3,482
 
Credit cards
 
 
4,376
 
  
 
26,491
 
  
 
30,867
 
Other
 
 
4,450
 
  
 
4,847
 
  
 
9,297
 
Total, gross
 
 
124,776
 
  
 
196,142
 
  
 
320,918
 
Allowance for loan losses
 
 
(3,515
  
 
(721
  
 
(4,236
Total
 
 
$121,261
 
  
 
$195,421
 
  
 
$316,682
 
 
As of December 2020
     
Corporate
  $  48,659    $135,818    $184,477 
Wealth management
  33,023    3,103    36,126 
Commercial real estate
  20,290    4,268    24,558 
Residential real estate
  5,750    1,900    7,650 
Consumer:
     
Installment
  3,823    4    3,827 
Credit cards
  4,270    21,640    25,910 
Other
  4,174    4,842    9,016 
Total, gross
  119,989    171,575    291,564 
Allowance for loan losses
  (3,874   (557   (4,431
Total
  $116,115    $171,018    $287,133 
Goldman Sachs March 2021 Form 10-Q146

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Commercial Lending.Corporate.
Our commercial lending activities include lending to investment-grade and
non-investment-grade
corporate borrowers. LoansCorporate loans and lending commitments associated with these activitiesinclude term loans, revolving lines of credit, letter of credit facilities and bridge loans, and are principally used for operating and general corporate purposes, or in connection with contingent acquisitions. Corporate loans may be secured or unsecured, depending on the loan purpose, the risk profile of the borrower and other factors. Our commercial
The table below presents our credit exposure from corporate loans and lending activities also include extendingcommitments, and the concentration by industry, region, internally determined public rating agency equivalents and other credit metrics.
$ in millions
 
 
Loans
 
  
Lending
Commitments
 
 
 
 
Total
 
As of March 2021
   
Corporate
 
 
$47,495
 
 
 
$153,709
 
 
 
$201,204
 
 
Industry
   
Consumer & Retail
 
 
7%
 
 
 
12%
 
 
 
11%
 
Diversified Industrials
 
 
16%
 
 
 
22%
 
 
 
21%
 
Financial Institutions
 
 
10%
 
 
 
7%
 
 
 
8%
 
Funds
 
 
14%
 
 
 
3%
 
 
 
6%
 
Healthcare
 
 
7%
 
 
 
10%
 
 
 
9%
 
Natural Resources & Utilities
 
 
11%
 
 
 
20%
 
 
 
18%
 
Real Estate
 
 
7%
 
 
 
4%
 
 
 
4%
 
Technology, Media & Telecommunications
 
 
19%
 
 
 
18%
 
 
 
18%
 
Other (including Special Purpose Vehicles)
 
 
9%
 
 
 
4%
 
 
 
5%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
Region
   
Americas
 
 
57%
 
 
 
68%
 
 
 
65%
 
EMEA
 
 
33%
 
 
 
30%
 
 
 
31%
 
Asia
 
 
10%
 
 
 
2%
 
 
 
4%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
Credit Quality (Credit Rating Equivalent)
 
  
AAA
 
 
 
 
 
1%
 
 
 
1%
 
AA
 
 
 
 
 
4%
 
 
 
4%
 
A
 
 
7%
 
 
 
17%
 
 
 
14%
 
BBB
 
 
14%
 
 
 
41%
 
 
 
34%
 
BB or lower
 
 
78%
 
 
 
36%
 
 
 
46%
 
Other metrics/unrated
 
 
1%
 
 
 
1%
 
 
 
1%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
As of December 2020
   
Corporate
  $48,659   $135,818   $184,477 
 
Industry
   
Consumer & Retail
  7%   14%   12% 
Diversified Industrials
  17%   17%   17% 
Financial Institutions
  10%   6%   7% 
Funds
  13%   3%   6% 
Healthcare
  7%   12%   11% 
Natural Resources & Utilities
  12%   18%   16% 
Real Estate
  8%   6%   6% 
Technology, Media & Telecommunications
  17%   19%   19% 
Other (including Special Purpose Vehicles)
  9%   5%   6% 
Total
  100%   100%   100% 
 
Region
   
Americas
  60%   70%   67% 
EMEA
  31%   28%   29% 
Asia
  9%   2%   4% 
Total
  100%   100%   100% 
 
Credit Quality (Credit Rating Equivalent)
 
  
AAA
     1%   1% 
AA
     5%   4% 
A
  6%   19%   15% 
BBB
  13%   36%   30% 
BB or lower
  80%   38%   49% 
Other metrics/unrated
  1%   1%   1% 
Total
  100%   100%   100% 
In the table above, credit exposure excludes $2.99 billion as of March 2021 and $3.20 billion as of December 2020 relating to issued letters of credit which are classified as guarantees in our consolidated financial statements. See Note 18 to the consolidated financial statements for further information about guarantees.
Wealth Management.
Wealth management loans and lending commitments are extended to borrowers thatprivate bank clients, including wealth management and other clients. These loans are used to finance investments in both financial and nonfinancial assets, bridge cash flow timing gaps or provide liquidity for other needs. Substantially all of such loans are secured by securities, residential real estate, commercial real estate or other assets.
The table below presents our credit exposure from wealth management loans and lending commitments, and the concentration by region, internally determined public rating agency equivalents and other credit metrics.
$ in millions
 
 
Loans
 
  
Lending
Commitments
 
 
 
 
Total
 
As of March 2021
   
Wealth Management
 
 
$35,506
 
 
 
$3,789
 
 
 
$39,295
 
 
Region
   
Americas
 
 
88%
 
 
 
99%
 
 
 
89%
 
EMEA
 
 
9%
 
 
 
1%
 
 
 
8%
 
Asia
 
 
3%
 
 
 
 
 
 
3%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
Credit Quality (Credit Rating Equivalent)
   
Investment-grade
 
 
70%
 
 
 
53%
 
 
 
68%
 
Non-investment-grade
 
 
14%
 
 
 
22%
 
 
 
15%
 
Other metrics/unrated
 
 
16%
 
 
 
25%
 
 
 
17%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
As of December 2020
   
Wealth Management
  $33,023   $3,103   $36,126 
 
Region
   
Americas
  88%   99%   89% 
EMEA
  10%   1%   9% 
Asia
  2%      2% 
Total
  100%   100%   100% 
 
Credit Quality (Credit Rating Equivalent)
   
Investment-grade
  67%   58%   66% 
Non-investment-grade
  16%   21%   17% 
Other metrics/unrated
  17%   21%   17% 
Total
  100%   100%   100% 
In the table above, other metrics/unrated loans primarily include loans backed by residential real estate. Our risk assessment process for such loans include reviewing certain key metrics, such as
loan-to-value
ratio and delinquency status.
147Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Commercial Real Estate.
Commercial real estate loans and lending commitments include originated loans and lending commitments (other than those extended to private bank clients) that are directly or indirectly secured by hotels, retail stores, multifamily housing complexes and commercial and otherindustrial properties. Commercial real estate loans and lending commitments also includes loans and lending commitments extended to clients who warehouse assets that are directly or indirectly backed by commercial real estate. In addition, commercial real estate includes loans purchased by us.
The table below presents our credit exposure from commercial real estate loans and lending commitments, and the concentration by industry, region, internally determined public rating agency equivalents and other credit quality.metrics.
 
$ in millions
  Loans   
Lending
Commitments
 
 
  Total 
As of March 2021
   
Commercial Real Estate
 
 
$20,662
 
 
 
$3,810
 
 
 
$24,472
 
 
Region
   
Americas
 
 
72%
 
 
 
64%
 
 
 
70%
 
EMEA
 
 
20%
 
 
 
14%
 
 
 
19%
 
Asia
 
 
8%
 
 
 
22%
 
 
 
11%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
Credit Quality (Credit Rating Equivalent)
   
Investment-grade
 
 
9%
 
 
 
10%
 
 
 
9%
 
Non-investment-grade
 
 
87%
 
 
 
83%
 
 
 
86%
 
Other metrics/unrated
 
 
4%
 
 
 
7%
 
 
 
5%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
As of December 2020
   
Commercial Real Estate
  $20,290   $4,268   $24,558 
 
Region
   
Americas
  71%   65%   70% 
EMEA
  19%   10%   18% 
Asia
  10%   25%   12% 
Total
  100%   100%   100% 
 
Credit Quality (Credit Rating Equivalent)
   
Investment-grade
  9%   13%   10% 
Non-investment-grade
  86%   87%   86% 
Other metrics/unrated
  5%      4% 
Total
  100%   100%   100% 
  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
Loans and Lending Commitments
 
 
$207,452
 
   $222,745 
 
Industry
   
Consumer, Retail & Healthcare
 
 
18%
 
   19% 
Diversified Industrials
 
 
16%
 
   14% 
Financial Institutions
 
 
8%
 
   8% 
Funds
 
 
4%
 
   3% 
Natural Resources & Utilities
 
 
15%
 
   17% 
Real Estate
 
 
11%
 
   10% 
Technology, Media & Telecommunications
 
 
16%
 
   16% 
Other (including Special Purpose Vehicles)
 
 
12%
 
   13% 
Total
 
 
100%
 
   100% 
 
Region
   
Americas
 
 
72%
 
   73% 
EMEA
 
 
23%
 
   22% 
Asia
 
 
5%
 
   5% 
Total
 
 
100%
 
   100% 
 
Credit Quality (Credit Rating Equivalent)
   
AAA
 
 
1%
 
   1% 
AA
 
 
3%
 
   5% 
A
 
 
15%
 
   13% 
BBB
 
 
27%
 
   27% 
BB or lower
 
 
54%
 
   54% 
Total
 
 
100%
 
   100% 
Wealth Management, Residential Real Estate and Other Lending.
We extend wealth managementIn the table above, credit exposure includes loans and lending commitments to private bank clients, substantially all of $7.02 billion as of March 2021 and $7.88 billion as of December 2020 which are securedextended to clients who warehouse assets that are directly or indirectly backed by commercial and residentialreal estate.
In addition, we also have credit exposure to certain commercial real estate securities or other assets. The fair valueloans held for securitization of the collateral received against such$538 million as of March 2021 and $503 million as of December 2020. Such loans are included in trading assets in our consolidated balance sheets.
Residential Real Estate.
Residential real estate loans and lending commitments generally exceeds their carrying value.
We also haveare extended to clients (other than those extended to private bank clients) who warehouse assets that are directly or indirectly secured by residential real estate and other lending exposures, which includealso includes loans purchased residential real estate and installment loans and commitments to purchase such loans (including distressed loans) and securities.by us.
The table below presents our credit exposure from Wealth management, residential real estate loans and other lending commitments, and the concentration by region.region, internally determined public rating agency equivalents and other credit metrics.
$ in millions
  Loans   
Lending
Commitments
 
 
  Total 
As of March 2021
   
Residential Real Estate
 
 
$8,810
 
 
 
$3,491
 
 
 
$12,301
 
 
Region
   
Americas
 
 
93%
 
 
 
100%
 
 
 
95%
 
EMEA
 
 
5%
 
 
 
 
 
 
4%
 
Asia
 
 
2%
 
 
 
 
 
 
1%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
Credit Quality (Credit Rating Equivalent)
   
Investment-grade
 
 
6%
 
 
 
 
 
 
5%
 
Non-investment-grade
 
 
81%
 
 
 
97%
 
 
 
85%
 
Other metrics/unrated
 
 
13%
 
 
 
3%
 
 
 
10%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
As of December 2020
   
Residential Real Estate
  $5,750   $1,900   $
    
7,650
 
 
Region
   
Americas
  88%   98%   91% 
EMEA
  9%   2%   7% 
Asia
  3%      2% 
Total
  100%   100%   100% 
 
Credit Quality (Credit Rating Equivalent)
   
Investment-grade
  11%   2%   9% 
Non-investment-grade
  67%   93%   73% 
Other metrics/unrated
  22%   5%   18% 
Total
  100%   100%   100% 
In the table above:
 
$ in millions
  
Wealth
Management
 
 
   
Residential Real
Estate and Other
 
 
As of September 2020
   
Credit Exposure
 
 
$32,864
 
  
 
$  8,501
 
 
Americas
 
 
90%
 
  
 
75%
 
EMEA
 
 
8%
 
  
 
25%
 
Asia
 
 
2%
 
  
 
 
Total
 
 
100%
 
  
 
100%
 
 
As of December 2019
   
Credit Exposure
  $30,668    $10,885 
 
Americas
  89%    74% 
EMEA
  9%    26% 
Asia
  2%     
Total
  100%    100% 
Credit exposure includes loans and lending commitments of $10.53 billion as of March 2021 and $5.71 billion as of December 2020 which are extended to clients who warehouse assets that are directly or indirectly secured by residential real estate.
Other metrics/unrated primarily includes loans purchased by us. Our risk assessment process for such loans includes reviewing certain key metrics, such as
loan-to-value
ratio, delinquency status, collateral values, expected cash flows and other risk factors.
In addition, we also have exposure to residential real estate loans held for securitization of $7.21 billion as of March 2021 and $5.57 billion as of December 2020. Such loans are included in trading assets in our consolidated balance sheets.
Goldman Sachs March 2021 Form 10-Q148

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Installment and Credit Card Lending.
We originate unsecured installment loans and credit card loans (pursuant to revolving lines of credit) to consumers in the Americas. The credit card lines are cancellable by us and therefore do not result in credit exposure.
The table below presents our credit exposure from originated installment and credit card loans. Our credit exposure to installmentfunded loans, was $4.11 billion as of September 2020 and $4.75 billion as of December 2019 and our credit exposure to credit card loans was $2.91 billion as of September 2020 and $1.86 billion as of December 2019.the concentration by the five most concentrated U.S. states.
  As of 
$ in millions
 
 
March
2021
 
 
   
December
2020
 
 
Installment
 
 
$3,477
 
   $3,823 
 
California
 
 
11%
 
   11% 
Texas
 
 
9%
 
   9% 
New York
 
 
7%
 
   7% 
Florida
 
 
7%
 
   7% 
Illinois
 
 
4%
 
   4% 
Other
 
 
62%
 
   62% 
Total
 
 
100%
 
   100% 
 
Credit Cards
 
 
$4,376
 
   $4,270 
 
California
 
 
19%
 
   19% 
Texas
 
 
9%
 
   9% 
New York
 
 
8%
 
   8% 
Florida
 
 
8%
 
   8% 
Illinois
 
 
4%
 
   4% 
Other
 
 
52%
 
   52% 
Total
 
 
100%
 
   100% 
See Note 9 to the consolidated financial statements for further information about U.S. state concentrations and the credit quality indicators of installment and credit card loans.
Other.
Other loans and lending commitments are extended to clients who warehouse assets that are directly or indirectly secured by consumer loans, including auto loans and private student loans. Other loans also includes unsecured consumer and credit card loans purchased by us.
The table below presents our credit exposure from other loans and lending commitments, and the concentration by region internally determined public rating agency equivalents and other credit metrics.
$ in millions
  Loans   
Lending
Commitments
 
 
  Total 
As of March 2021
   
Other
 
 
$4,450
 
 
 
$4,847
 
 
 
$9,297
 
 
Region
   
Americas
 
 
83%
 
 
 
98%
 
 
 
90%
 
EMEA
 
 
16%
 
 
 
 
 
 
8%
 
Asia
 
 
1%
 
 
 
2%
 
 
 
2%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
Credit Quality (Credit Rating Equivalent)
   
Investment-grade
 
 
48%
 
 
 
86%
 
 
 
68%
 
Non-investment-grade
 
 
22%
 
 
 
11%
 
 
 
16%
 
Other metrics/unrated
 
 
30%
 
 
 
3%
 
 
 
16%
 
Total
 
 
100%
 
 
 
100%
 
 
 
100%
 
 
As of December 2020
   
Other
  $4,174   $4,842   $9,016 
 
Region
   
Americas
  81%   98%   90% 
EMEA
  17%      8% 
Asia
  2%   2%   2% 
Total
  100%   100%   100% 
 
Credit Quality (Credit Rating Equivalent)
   
Investment-grade
  44%   94%   71% 
Non-investment-grade
  23%   6%   14% 
Other metrics/unrated
  33%      15% 
Total
  100%   100%   100% 
In the table above:
Credit exposure includes loans and lending commitments extended to clients who warehouse assets of $7.49 billion as of March 2021 and $7.28 billion as of December 2020.
Other metrics/unrated primarily includes consumer and credit card loans purchased by us. Our risk assessment process for such loans includes reviewing certain key metrics, such as expected cash flows, delinquency status and other risk factors.
In addition, we also have exposure to other loans held for securitization of $414 million as of March 2021 and $420 million as of December 2020. Such loans are included in trading assets in our consolidated balance sheets.
Credit Hedges
To mitigate the credit risk associated with our lending activities, we obtain credit protection on certain loans and lending commitments through credit default swaps, both single-name and index-based contracts, and through the issuance of credit-linked notes. In addition, Sumitomo Mitsui Financial Group, Inc. provides us with credit loss protection on certain approved loan commitments.
149Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Securities Financing Transactions.
We enter into securities financing transactions in order to, among other things, facilitate client activities, invest excess cash, acquire securities to cover short positions and finance certain activities. We bear credit risk related to resale agreements and securities borrowed only to the extent that cash advanced or the value of securities pledged or delivered to the counterparty exceeds the value of the collateral received. We also have credit exposure on repurchase agreements and securities loaned to the extent that the value of securities pledged or delivered to the counterparty for these transactions exceeds the amount of cash or collateral received. Securities collateral obtained for securities financingthese transactions primarily includes U.S. and
non-U.S.
government and agency obligations.
153Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
The table below presents our credit exposure from securities financing transactions and the concentration by industry, region and credit quality.internally determined public rating agency equivalents.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 
March
2021
 
 
   
December
2020
 
 
Securities Financing Transactions
 
 
$25,682
 
   $26,958  
 
$34,383
 
   $30,190 
Industry
      
Financial Institutions
 
 
31%
 
   37%  
 
33%
 
   39% 
Funds
 
 
30%
 
   27%  
 
27%
 
   24% 
Municipalities & Nonprofit
 
 
6%
 
   5%  
 
6%
 
   5% 
Sovereign
 
 
29%
 
   28%  
 
32%
 
   30% 
Other (including Special Purpose Vehicles)
 
 
4%
 
   3%  
 
2%
 
   2% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
Region
      
Americas
 
 
27%
 
   38%  
 
35%
 
   33% 
EMEA
 
 
48%
 
   39%  
 
45%
 
   46% 
Asia
 
 
25%
 
   23%  
 
20%
 
   21% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
Credit Quality (Credit Rating Equivalent)
      
AAA
 
 
16%
 
   15%  
 
17%
 
   15% 
AA
 
 
24%
 
   27%  
 
28%
 
   28% 
A
 
 
44%
 
   39%  
 
37%
 
   40% 
BBB
 
 
9%
 
   9%  
 
11%
 
   10% 
BB or lower
 
 
3%
 
   6%  
 
5%
 
   5% 
Unrated
 
 
4%
 
   4%  
 
2%
 
   2% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
The table above reflects both netting agreements and collateral that we consider when determining credit risk.
Other Credit Exposures.
We are exposed to credit risk from our receivables from brokers, dealers and clearing organizations and customers and counterparties. Receivables from brokers, dealers and clearing organizations primarily consist of initial margin placed with clearing organizations and receivables related to sales of securities which have traded, but not yet settled. These receivables generally have minimal credit risk due to the low probability of clearing organization default and the short-term nature of receivables related to securities settlements. Receivables from customers and counterparties generally consist of collateralized receivables related to customer securities transactions and generally have minimal credit risk due to both the value of the collateral received and the short-term nature of these receivables.
The table below presents our other credit exposures and the concentration by industry, region and credit quality.internally determined public rating agency equivalents.
 
 As of  As of 
$ in millions
 
 
September
2020
 
 
   
December
2019
 
 
 
 
March
2021
 
 
   
December
2020
 
 
Other Credit Exposures
 
 
$51,306
 
   $44,931  
 
$50,764
 
   $56,429 
Industry
      
Financial Institutions
 
 
87%
 
   86%  
 
85%
 
   85% 
Funds
 
 
8%
 
   8%  
 
9%
 
   9% 
Natural Resources & Utilities
 
 
1%
 
   1%  
 
2%
 
   2% 
Other (including Special Purpose Vehicles)
 
 
4%
 
   5%  
 
4%
 
   4% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
Region
      
Americas
 
 
51%
 
   49%  
 
54%
 
   54% 
EMEA
 
 
37%
 
   41%  
 
34%
 
   35% 
Asia
 
 
12%
 
   10%  
 
12%
 
   11% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
Credit Quality (Credit Rating Equivalent)
      
AAA
 
 
4%
 
   2%  
 
6%
 
   5% 
AA
 
 
52%
 
   56%  
 
46%
 
   48% 
A
 
 
26%
 
   23%  
 
25%
 
   27% 
BBB
 
 
8%
 
   7%  
 
7%
 
   8% 
BB or lower
 
 
9%
 
   11%  
 
15%
 
   11% 
Unrated
 
 
1%
 
   1%  
 
1%
 
   1% 
Total
 
 
100%
 
   100%  
 
100%
 
   100% 
The table above reflects collateral that we consider when determining credit risk.
Selected Exposures
We have credit and market exposures, as described below, that have had heightened focus due togiven recent events and broad market concerns. Credit exposure represents the potential for loss due to the default or deterioration in credit quality of a counterparty or borrower. Market exposure represents the potential for loss in value of our long and short positions due to changes in market prices.
Country Exposures.
High inflation in Turkey combined with current account deficits and significant depreciation of the Turkish Lira has led to concerns about its economic stability. As of September 2020, our total credit exposure to Turkey was $1.81 billion, which was substantially all with
non-sovereign
counterparties or borrowers. Such exposure consisted of $1.05 billion related to OTC derivatives, $378 million related to loans and lending commitments and $380 million related to secured receivables. After taking into consideration the benefit of Turkish corporate and sovereign collateral and other risk mitigants provided by Turkish counterparties, our net credit exposure was $569 million. In addition, our total market exposure to Turkey as of September 2020 was not material.
 
Goldman Sachs September 2020March 2021 Form 10-Q 154150

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Country Exposures.
High external funding needs and fiscal policy changes have led to significant depreciation of the Turkish Lira prompting concerns about foreign exchange reserves and economic instability. As of March 2021, our total credit exposure to Turkey was $2.42 billion, which was with
non-sovereign
counterparties or borrowers. Such exposure consisted of $1.46 billion related to OTC derivatives, $290 million related to loans and lending commitments and $668 million related to secured receivables. After taking into consideration the benefit of hedges and Turkish corporate and sovereign collateral, and other risk mitigants provided by Turkish counterparties, our net credit exposure was $551 million. In addition, our total market exposure to Turkey as of March 2021 was $228 million, primarily with
non-sovereign
issuers or underliers. Such exposure consisted of $319 million related to debt, $(89) million related to credit derivatives and $(2) million related to equities.
Liquidity pressures prompted the Argentine government to delay payment on certain debtdefault and restructure local and foreign obligations in 2020. Economic challenges persist and announce its intentionthe country still needs to restructure most of its bonds, worseningsecure new financial terms with the country’s economic distress.IMF. As of September 2020,March 2021, our total credit exposure to Argentina was $162$147 million, which was with
non-sovereign
counterparties or borrowers, and was primarily related to loans and lending commitments. Our total market exposure to Argentina as of September 2020March 2021 was not material.
The restructuring of Lebanon’s sovereign debt hasand sharp currency depreciation have led to concerns about its financial and political stability. As of September 2020,March 2021, our total credit exposure to Lebanon was $197 million, all of which related to loans and lending commitments with
non-sovereign
borrowers. Our total market exposure tofor Lebanon as of September 2020 was not material.
The potential restructuring of Zambia’s sovereign debt default and significant depreciation ofongoing liquidity pressures aggravated by the Zambian kwacha has
COVID-19
pandemic have led to concerns about Zambia’s financial stability. As of September 2020,March 2021, our total credit and market exposure for Zambia was not material.
Venezuela has delayed payments on its sovereign debt and its political situation remains unclear. As of September 2020,March 2021, our total credit and market exposure for Venezuela was not material.
We have a comprehensive framework to monitor, measure and assess our country exposures and to determine our risk appetite. We determine the country of risk by the location of the counterparty, issuer or underlier’s assets, where they generate revenue, the country in which they are headquartered, the jurisdiction where a claim against them could be enforced, and/or the government whose policies affect their ability to repay their obligations. We monitor our credit exposure to a specific country both at the individual counterparty level, as well as at the aggregate country level. See “Stress Tests” for information about stress tests that are designed to estimate the direct and indirect impact of events involving the above countries.
Industry Exposures.
The decline in oil prices has led to market concerns regarding the creditworthiness of certain companies in the oil and gas industry. As of September 2020, our credit exposure to oil and gas companies related to loans and lending commitments was $12.35 billion ($3.71 billion of loans and $8.64 billion of lending commitments). Such exposure included $5.74 billion of exposure to
non-investment-grade
counterparties ($2.72 billion related to loans and $3.02 billion related to lending commitments), of which 76% was secured. In addition, we have exposure to our clients in the oil and gas industry arising from derivatives. As of September 2020, our credit exposure related to derivatives and receivables with oil and gas companies was $1.99 billion ($498 million with investment-grade counterparties and $1.49 billion with
non-investment-grade
counterparties). After taking into consideration the benefit of $708 million of hedges, our net credit exposure was $13.63 billion. As of September 2020, our market exposure related to oil and gas companies was $(746) million, which was substantially all to investment-grade issuers or underliers. Such exposure consisted of $553 million related to debt, $(1.17) billion related to credit derivatives and $(129) million related to equities.
The sharp decline in economic activity as a result of the
COVID-19
pandemic has resulted in a significant impact to the gaming and lodging industry. As of September 2020,March 2021, our credit exposure to gaming and lodging companies (including hotel owners and operators) related to loans and lending commitments was $2.11$2.27 billion ($945669 million of loans and $1.16$1.60 billion of lending commitments). Such exposure included $1.66$2.23 billion of exposure to
non-investment-grade
counterparties ($790669 million related to loans and $867 million$1.56 billion related to lending commitments), of which 83%66% was secured. In addition, we extend loans that are secured by hotel properties. As of September 2020,March 2021, our exposure related to such loans and lending commitments was $1.74$1.35 billion and was to
non-investment-grade
counterparties. In addition, we have exposure to our clients in the gaming and lodging industry arising from derivatives. As of September 2020,March 2021, our credit exposure related to derivatives and receivables with gaming and lodging companies was $227$188 million, which was with
non-investment-grade
counterparties. After taking into consideration the benefit of $80 million of hedges, our net credit exposure was $2.38 billion. As of September 2020,March 2021, our market exposure related to gaming and lodging companies was $171$(29) million, which was primarily to
non-investment-grade
issuers or underliers. Such exposure consisted of $63$(147) million related to debt, $(126)$(123) million related to credit derivatives and $234$241 million related to equities.
155Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Concerns surrounding the
COVID-19
pandemic have resulted in a sharp decline in travel which has significantly impacted the airline industry. As of September 2020,March 2021, our credit exposure to airline companies related to loans and lending commitments was $3.05$1.55 billion ($2.20 billion724 million of loans and $853$830 million of lending commitments). Such exposure included $2.71 billion of exposure to
non-investment-grade
counterparties, ($2.19 billion related to loans and $516 million related to lending commitments), of which 82%91% was secured. In addition, we have exposure to our clients in the airline industry arising from derivatives. As of September 2020,March 2021, our credit exposure related to derivatives and receivables with airline companies was $774$88 million ($31940 million with investment-grade counterparties and $455$48 million with
non-investment-grade
counterparties). After taking into consideration the benefit of $296$211 million of hedges, our net credit exposure was $3.52$1.43 billion. As of September 2020,March 2021, our market exposure related to airline companies was $(180)$(13) million, which was primarilysubstantially all to
non-investment-grade
issuers or underliers. Such exposure consisted of $134$238 million related to debt, $(310)$(213) million related to credit derivatives and $(4)$(38) million related to equities.
151Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Operational Risk Management
Overview
Operational risk is the risk of an adverse outcome resulting from inadequate or failed internal processes, people, systems or from external events. Our exposure to operational risk arises from routine processing errors, as well as extraordinary incidents, such as major systems failures or legal and regulatory matters.
Potential types of loss events related to internal and external operational risk include:
 
Clients, products and business practices;
 
Execution, delivery and process management;
 
Business disruption and system failures;
 
Employment practices and workplace safety;
 
Damage to physical assets;
 
Internal fraud; and
 
External fraud.
Operational Risk, which is independent of our revenue-producing units and reports to our chief risk officer, has primary responsibility for developing and implementing a formalized framework for assessing, monitoring and managing operational risk with the goal of maintaining our exposure to operational risk at levels that are within our risk appetite.
Operational Risk Management Process
Our process for managing operational risk includes the critical components of our risk management framework described in the “Overview and Structure of Risk Management,” including a comprehensive data collection process, as well as firmwide policies and procedures, for operational risk events.
We combine
top-down
and
bottom-up
approaches to manage and measure operational risk. From a
top-down
perspective, our senior management assesses firmwide and business-level operational risk profiles. From a
bottom-up
perspective, our first and second lines of defense are responsible for risk identification and risk management on a
day-to-day
basis, including escalating operational risks to senior management.
We maintain a comprehensive control framework designed to provide a well-controlled environment to minimize operational risks. The Firmwide Operational Risk and Resilience Committee is responsible for overseeing operational risk, and for ensuring our business and operational resilience.
Our operational risk management framework is in part designed to comply with the operational risk measurement rules under the Capital Framework and has evolved based on the changing needs of our businesses and regulatory guidance.
We have established policies that require all employees to report and escalate operational risk events. When operational risk events are identified, our policies require that the events be documented and analyzed to determine whether changes are required in our systems and/or processes to further mitigate the risk of future events.
We use operational risk management applications to capture and organize operational risk event data and key metrics. One of our key risk identification and assessment tools is an operational risk and control self-assessment process, which is performed by our managers. This process consists of the identification and rating of operational risks, on a forward-looking basis, and the related controls. The results from this process are analyzed to evaluate operational risk exposures and identify businesses, activities or products with heightened levels of operational risk.
Goldman Sachs September 2020 Form 10-Q156

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Risk Measurement
We measure our operational risk exposure using both statistical modeling and scenario analyses, which involve qualitative and quantitative assessments of internal and external operational risk event data and internal control factors for each of our businesses. Operational risk measurement also incorporates an assessment of business environment factors, including:
 
Evaluations of the complexity of our business activities;
 
The degree of automation in our processes;
 
New activity information;
 
The legal and regulatory environment; and
 
Changes in the markets for our products and services, including the diversity and sophistication of our customers and counterparties.
The results from these scenario analyses are used to monitor changes in operational risk and to determine business lines that may have heightened exposure to operational risk. These analyses are used in the determination of the appropriate level of operational risk capital to hold. We also perform firmwide stress tests. See “Overview and Structure of Risk Management” for information about firmwide stress tests.
Goldman Sachs March 2021 Form 10-Q152

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Types of Operational Risks
Increased reliance on technology and third-party relationships has resulted in increased operational risks, such as information and cyber security risk, third-party risk and business resilience risk. We manage those risks as follows:
Information and Cyber Security Risk.
Information and cyber security risk is the risk of compromising the confidentiality, integrity or availability of our data and systems, leading to an adverse impact to us, our reputation, our clients and/or the broader financial system. We seek to minimize the occurrence and impact of unauthorized access, disruption or use of information and/or information systems. We deploy and operate preventive and detective controls and processes to mitigate emerging and evolving information security and cyber security threats, including monitoring our network for known vulnerabilities and signs of unauthorized attempts to access our data and systems. There is increased information risk through diversification of our data across external service providers, including use of a variety of cloud-provided or -hosted services and applications. See “Risk Factors” in Part II, Item 1A of this
Form 10-Q
and Part I, Item 1A of the 20192020
Form 10-K
for further information about information and cyber security risk.
Third-Party Risk.
Third-party risk, including vendor risk, is the risk of an adverse impact due to reliance on third parties performing services or activities on our behalf. These risks may include legal, regulatory, information security, reputational, operational or any other risks inherent in engaging a third party. We identify, manage and report key third-party risks and conduct due diligence across multiple risk domains, including information security and cyber security, resilience and additional third-party dependencies. The Third-Party Risk Program monitors, reviews and reassesses third-party risks on an ongoing basis. See “Risk Factors” in Part II, Item 1A of this
Form 10-Q
and Part I, Item 1A of the 20192020
Form 10-K
for further information about third-party risk.
Business Resilience Risk.
Business resilience risk is the risk of disruption to our critical processes. We monitor threats and assess risks and seek to ensure our state of readiness in the event of a significant operational disruption to the normal operations of our critical functions or their dependencies, such as critical facilities, systems, third parties, data and/or personnel. We approach BCP through the lens of business and operational resilience. The resilience framework defines the fundamental principles for BCP and crisis management to ensure that critical functions can continue to operate in the event of a disruption. The business continuity program is comprehensive, consistent firmwide and
up-to-date,
incorporating new information, techniques and technologies as and when they become available, and our resilience recovery plans incorporate and test specific and measurable recovery time objectives in accordance with local market best practices and regulatory requirements, and under specific scenarios. See “Regulatory and Other Matters — Other Matters” for information about the impact of the
COVID-19
pandemic. See “Business — Business Continuity and Information Security” in Part I, Item 1 of the 20192020
Form 10-K
for further information about business continuity.
Model Risk Management
Overview
Model risk is the potential for adverse consequences from decisions made based on model outputs that may be incorrect or used inappropriately. We rely on quantitative models across our business activities primarily to value certain financial assets and liabilities, to monitor and manage our risk, and to measure and monitor our regulatory capital.
Model Risk, which is independent of our revenue-producing units, model developers, model owners and model users, and reports to our chief risk officer, has primary responsibility for assessing, monitoring and managing our model risk through firmwide oversight across our global businesses, and provides periodic updates to senior management, risk committees and the Risk Committee of the Board.
157Goldman Sachs September 2020 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Our model risk management framework is managed through a governance structure and risk management controls, which encompass standards designed to ensure we maintain a comprehensive model inventory, including risk assessment and classification, sound model development practices, independent review and model-specific usage controls. The Firmwide Model Risk Control Committee oversees our model risk management framework.
153Goldman Sachs March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Model Review and Validation Process
Model Risk consists of quantitative professionals who perform an independent review, validation and approval of our models. This review includes an analysis of the model documentation, independent testing, an assessment of the appropriateness of the methodology used, and verification of compliance with model development and implementation standards.
We regularly refine and enhance our models to reflect changes in market or economic conditions and our business mix. All models are reviewed on an annual basis, and new models or significant changes to existing models and their assumptions are approved prior to implementation.
The model validation process incorporates a review of models and trade and risk parameters across a broad range of scenarios (including extreme conditions) in order to critically evaluate and verify:
 
The model’s conceptual soundness, including the reasonableness of model assumptions, and suitability for intended use;
 
The testing strategy utilized by the model developers to ensure that the models function as intended;
 
The suitability of the calculation techniques incorporated in the model;
 
The model’s accuracy in reflecting the characteristics of the related product and its significant risks;
 
The model’s consistency with models for similar products; and
 
The model’s sensitivity to input parameters and assumptions.
See “Critical Accounting Policies — Fair Value — Review of Valuation Models,” “Liquidity Risk Management,” “Market Risk Management,” “Credit Risk Management” and “Operational Risk Management” for further information about our use of models within these areas.
Available Information
Our internet address is
www.goldmansachs.com
and the investor relations section of our website is located at
www.goldmansachs.com/investor-relations
, where we make available, free of charge, our annual reports on
Form 10-K,
quarterly reports on
Form 10-Q
and current reports on
Form 8-K
and amendments to those reports filed or furnished pursuant to Section 13(a) or 15(d) of the Exchange Act, as well as proxy statements, as soon as reasonably practicable after we electronically file such material with, or furnish it to, the SEC. Also posted on our website, and available in print upon request of any shareholder to our Investor Relations Department (Investor Relations), are our certificate of incorporation and
by-laws,
charters for our Audit, Risk, Compensation, Corporate Governance and Nominating, and Public Responsibilities Committees, our Policy Regarding Director Independence Determinations, our Policy on Reporting of Concerns Regarding Accounting and Other Matters, our Corporate Governance Guidelines, and our Code of Business Conduct and Ethics governing our directors, officers and employees.employees, and our Sustainability Report. Within the time period required by the SEC, we will post on our website any amendment to the Code of Business Conduct and Ethics and any waiver applicable to any executive officer, director or senior financial officer.
Our website also includes information about (i) purchases and sales of our equity securities by our executive officers and directors; (ii) disclosure relating to certain
non-GAAP
financial measures (as defined in the SEC’s Regulation G) that we may make public orally, telephonically, by webcast, by broadcast or by other means; (iii) DFAST results; (iv) the public portion of our resolution plan submission; (v) our Pillar 3 disclosure; and (vi) our average daily LCR.
Goldman Sachs March 2021 Form 10-Q154

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Investor Relations can be contacted at The Goldman Sachs Group, Inc., 200 West Street, 29th Floor, New York, New York 10282, Attn: Investor Relations, telephone:
212-902-0300,
e-mail:
gs-investor-relations@gs.com
. We use our website, our Twitter account (
twitter.com/GoldmanSachs
), our Instagram account (
instagram.com/GoldmanSachs
) and other social media channels as additional means of disclosing public information to investors, the media and others. Our officers may use similar social media channels to disclose public information. It is possible that certain information we or our officers post on our website and on social media could be deemed material, and we encourage investors, the media and others interested in Goldman Sachs to review the business and financial information we or our officers post on our website and on the social media channels identified above. The information on our website and those social media channels is not incorporated by reference into this
Form 10-Q.
Goldman Sachs September 2020 Form 10-Q158

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Cautionary Statement Pursuant to the U.S. Private Securities Litigation Reform Act of 1995
We have included in this
Form 10-Q,
and our management may make, statements that may constitute “forward-looking statements” within the meaning of the safe harbor provisions of the U.S. Private Securities Litigation Reform Act of 1995. Forward-looking statements are not historical facts or statements of current conditions, but instead represent only our beliefs regarding future events, many of which, by their nature, are inherently uncertain and outside our control.
By identifying these statements for you in this manner, we are alerting you to the possibility that our actual results, financial condition, liquidity and capital actions may differ, possibly materially, from the anticipated results, financial condition and liquidity in these forward-looking statements. Important factors that could cause our results, financial condition, liquidity and capital actions to differ from those in these statements include, among others, those described below and in “Risk Factors” in Part I, Item 1A of the 2020
Form 10-K.
These statements may relate to, among other things, (i) our future plans and results, including our target ROE, ROTE, efficiency ratio and CET1 capital ratio, and how they can be achieved,
(ii) legal proceedings, governmental investigationstrends in or growth opportunities for our businesses, including the timing, costs, profitability, benefits and other contingenciesaspects of business and strategic initiatives and their impact on our efficiency ratio, (iii) our level of future compensation expense, including as set fortha percentage of both operating expenses and revenues net of provision for credit losses, (iv) our investment banking transaction backlog, (v) our expected interest income and interest expense, (vi) our expense savings and strategic locations initiatives, (vii) expenses we may incur, including future litigation expense and expenses from investing in Notes 27our consumer and 18transaction banking businesses, (viii) the projected growth of our deposits and other funding, asset liability management and funding strategies and related interest expense savings, (ix) our business initiatives, including transaction banking and new consumer financial products, (x) our planned 2021 debt benchmark issuances, (xi) the amount, composition and location of GCLA we expect to hold, (xii) our credit exposures, (xiii) our expected provisions for credit losses (including those related to our planned
co-branded
credit card relationship with General Motors), (xiv) the consolidated financial statements in Part I, Item 1adequacy of this
Form 10-Q,
(iii)our allowance for credit losses, (xv) the resultsprojected growth of stress tests, (iv)our installment loan and credit card businesses, (xvi) the objectives and effectiveness of our BCP strategy, information security program, risk management and liquidity policies, (v)(xvii) our resolution plan and resolution strategy and their implications for stakeholders, (vi)(xviii) the design and effectiveness of our resolution capital and liquidity models and triggers and alerts framework, (vii) trends in or growth opportunities for our businesses, including(xix) the timing, profitability, benefits and other aspectsresults of business and strategic initiatives and changes in and the importance of our efficiency ratio, (viii)stress tests, (xx) the effect of changes to regulations, and our future status, activities or reporting under banking and financial regulation, (ix)(xxi) our NSFR, (x) our level of future compensation expense as a percentage of operating expenses, (xi) our investment banking transaction backlog, (xii)(xxii) our expected tax rate, (xiii)(xxiii) the future state of our liquidity and regulatory capital ratios, and our prospective capital distributions (including dividends)dividends and repurchases), (xiv)(xxiv) our expected interest income, (xv)SCB and
G-SIB
surcharge, (xxv) legal proceedings, governmental investigations or other contingencies, (xxvi) the 1MDB settlements, including the asset recovery guarantee and our credit exposures, (xvi) our expected provisions for credit losses, (xvii) our preparations for Brexit, (xviii)remediation activities, (xxvii) the replacement of LIBOR and other IBORs and our program for the transition to alternative risk-free reference rates, (xix) the adequacy of our allowance for credit losses, (xx) the projected growth of our deposits and related interest expense savings, (xxi) the projected growth of our installment loan and credit card businesses, (xxii) our business initiatives, including
transaction banking
and new consumer financial products, (xxiii) our expense savings and strategic locations initiatives, (xxiv) our planned 2020 parent vanilla debt issuances, (xxv) the amount of GCLA we expect to hold, (xxvi) our expected SCB and
G-SIB
surcharge,
(xxvii)(xxviii) the impact of the
COVID-19
pandemic on our business, results, financial position and liquidity, (xxviii)(xxix) the settlements relatingeffectiveness of our management of our human capital, including our diversity goals and (xxx) our plans for our people to 1MDB, including the asset recovery guarantee andreturn to our remediation activities and (xxix) expenses we may incur, including future litigation expense and expenses from investing in our installment loan, credit card and transaction banking businesses.
By identifying these statements for you in this manner, we are alerting you to the possibility that our actual results, financial condition and liquidity may differ, possibly materially, from the anticipated results, financial condition and liquidity in these forward-looking statements. Important factors that could cause our results, financial condition and capital actions to differ from those in these statements include, among others, those described below and in “Risk Factors” in Part II, Item 1A of this
Form 10-Q
and in Part I, Item 1A of the 2019
Form 10-K.
Statements about our investment banking transaction backlog are subject to the risk that such transactions may be modified or may not be completed at all and related net revenues may not be realized or may be materially less than expected. Important factors that could have such a result include, for underwriting transactions, a decline or weakness in general economic conditions, an outbreak of hostilities, volatility in the securities markets or an adverse development with respect to the issuer of the securities and, for financial advisory transactions, a decline in the securities markets, an inability to obtain adequate financing, an adverse development with respect to a party to the transaction or a failure to obtain a required regulatory approval. For information about other important factors that could adversely affect our investment banking transactions, see “Risk Factors” in Part II, Item 1A of this
Form 10-Q
and in Part I, Item 1A of the 2019
Form 10-K.
Statements about our future effective income tax rate are subject to the risk that it may differ from the anticipated rate indicated in such statements, possibly materially, due to, among other things, changes in our earnings mix, our profitability and entities in which we generate profits, the assumptions we have made in forecasting our expected tax rate, as well as guidance that may be issued by the U.S. Internal Revenue Service.
Statements about our NSFR and SCB are based on our current interpretation and expectations of the relevant final rules, and reflect significant assumptions about how our NSFR and SCB are calculated. Our actual SCB will depend on the results of the applicable supervisory stress tests, and the methods used to calculate our NSFR and SCB may differ, possibly materially, from those used to calculate our NSFR and SCB for future disclosures.
Statements about the level of compensation expense, including as a percentage of operating expenses, and our efficiency ratio as our platform business initiatives reach scale are subject to the risks that the compensation and other costs to operate our businesses, including platform initiatives, may be greater than currently expected.
offices.
 
159155 Goldman Sachs September 2020March 2021 Form 10-Q

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
 
Statements about our expected provisions for credit losses are subject to the risk that actual credit losses may differ and our expectations may change, possibly materially, from that currently anticipated due to, among other things, changes to the composition of our loan portfolio and changes in the economic environment in future periods and our forecasts of future economic conditions, as well as changes in our models, policies and other management judgments.
Statements about the projected growth of our deposits and associated interest expense savings, and our installment loan and credit card businesses, are subject to the risk that actual growth may differ, possibly materially, from that currently anticipated due to, among other things, changes in interest rates and competition from other similar products.
Statements about our target ROE, ROTE, efficiency ratio and expense savings, and how they can be achieved, are based on our current expectations regarding our business prospects and are subject to the risk that we may be unable to achieve our targets due to, among other things, changes in our business mix, lower profitability of new business initiatives, increases in technology and other costs to launch and bring new business initiatives to scale, and increases in liquidity requirements.
Statements about our target ROE, ROTE and CET1 capital ratio, and how they can be achieved, are based on our current expectations regarding the capital requirements applicable to us and are subject to the risk that our actual capital requirements may be higher than currently anticipated because of, among other factors, changes in the regulatory capital requirements applicable to us resulting from changes in regulations or the interpretation or application of existing regulations or changes in the nature and composition of our activities.
Statements about the timing, costs, profitability, benefits and other aspects of business and expense savings initiatives, the level and composition of more durable revenues and increases in market share are based on our current expectations regarding our ability to implement these initiatives and actual results may differ, possibly materially, from current expectations due to, among other things, a delay in the timing of these initiatives, increased competition and an inability to reduce expenses and grow businesses with durable revenues.
Statements about the level of future compensation expense, including as a percentage of both operating expenses and revenues net of provision for credit losses, and our efficiency ratio as our platform business initiatives reach scale are subject to the risks that the compensation and other costs to operate our businesses, including platform initiatives, may be greater than currently expected.
Statements about our investment banking transaction backlog are subject to the risk that such transactions may be modified or may not be completed at all and related net revenues may not be realized or may be materially less than expected. Important factors that could have such a result include, for underwriting transactions, a decline or weakness in general economic conditions, an outbreak of hostilities, volatility in the securities markets or an adverse development with respect to the issuer of the securities and, for financial advisory transactions, a decline in the securities markets, an inability to obtain adequate financing, an adverse development with respect to a party to the transaction or a failure to obtain a required regulatory approval. For information about other important factors that could adversely affect our investment banking transactions, see “Risk Factors” in Part I, Item 1A of the 2020
Form 10-K.
Statements about the projected growth of our deposits and other funding, asset liability management and funding strategies and related interest expense savings, and our installment loan and credit card businesses, are subject to the risk that actual growth and savings may differ, possibly materially, from that currently anticipated due to, among other things, changes in interest rates and competition from other similar products.
Statements about planned 2020 parent vanilla2021 debt benchmark issuances and the amount, composition and location of GCLA we expect to hold are subject to the risk that actual issuances and GCLA levels may differ, possibly materially, from that currently expected due to changes in market conditions, business opportunities or our funding and projected liquidity needs.
Statements about our expected provisions for credit losses (including those related to our planned
co-branded
credit card relationship with General Motors) are subject to the risk that actual credit losses may differ and our expectations may change, possibly materially, from that currently anticipated due to, among other things, changes to the composition of our loan portfolio and changes in the economic environment in future periods and our forecasts of future economic conditions, as well as changes in our models, policies and other management judgments.
Statements about our NSFR are based on our current interpretation and expectations of the relevant rules, and reflect significant assumptions about how our NSFR is calculated. The methods used to calculate our NSFR may differ, possibly materially, from those used to calculate our NSFR for future disclosures.
Statements about our future effective income tax rate are subject to the risk that it may differ from the anticipated rate indicated in such statements, possibly materially, due to, among other things, changes in the tax rates applicable to us, changes in our earnings mix, our profitability and entities in which we generate profits, the assumptions we have made in forecasting our expected tax rate, as well as any corporate tax legislation that may be enacted or any guidance that may be issued by the U.S. Internal Revenue Service.
Goldman Sachs March 2021 Form 10-Q156

THE GOLDMAN SACHS GROUP, INC. AND SUBSIDIARIES
Management’s Discussion and Analysis
Statements about the future state of our liquidity and regulatory capital ratios as well as(including our SCB and
G-SIB
surcharge), and our prospective capital distributions (including dividends)dividends and repurchases), are subject to the risk that our actual liquidity, regulatory capital ratios and capital distributions may differ, possibly materially, from what is currently expected due to, among other things, the need to use capital to support clients, increased regulatory requirements, results of applicable supervisory stress tests and changes to the composition of our balance sheet.
Statements about the risk exposure related to the asset recovery guarantee provided to the Government of Malaysia are subject to the risk that the actual value of assets and proceeds from assets seized and returned to the Government of Malaysia may be less than currently anticipated. Statements about the application for and pursuit of exemptions and authorizations from regulatory authorities, including the U.S. Department of Labor, in connection with the settlements relating to 1MDB1Malaysia Development Berhad (1MDB) and the progress or the status of remediation activities relating to 1MDB are based on our expectations regarding the prospects for receiving the exemptions and authorizations and the current remediation plans. Accordingly, our ability to receive the exemptions and authorizations and complete the remediation activities may change, possibly materially, from what is currently expected.
Statements about our objectives in management of our human capital, including our diversity goals, are based on our current expectations and are subject to the risk that we may not achieve these objectives and goals due to, among other things, competition in recruiting and attracting diverse candidates and unsuccessful efforts in retaining diverse employees.
Statements about our plans for our people to return to our offices are based on our current expectations and that return may be delayed due to, among other factors, future events that are unpredictable, including the course of the
COVID-19
pandemic, responses of governmental authorities and the availability, use and effectiveness of vaccines.
 
Goldman Sachs September 2020 Form 10-Q157 160Goldman Sachs March 2021 Form 10-Q

Item 3.    Quantitative and Qualitative Disclosures About Market Risk
Quantitative and qualitative disclosures about market risk are set forth in “Management’s Discussion and Analysis of Financial Condition and Results of Operations — Risk Management” in Part I, Item 2 of this
Form 10-Q.
Item 4.    Controls and Procedures
As of the end of the period covered by this report, an evaluation was carried out by our management, with the participation of our Chief Executive Officer and Chief Financial Officer, of the effectiveness of our disclosure controls and procedures (as defined in
Rule 13a-15(e)
under the Exchange Act). Based on that evaluation, our Chief Executive Officer and Chief Financial Officer concluded that these disclosure controls and procedures were effective as of the end of the period covered by this report. In addition, no change in our internal control over financial reporting (as defined in
Rule 13a-15(f)
under the Exchange Act) occurred during the quarter ended September 2020March 2021 that has materially affected, or is reasonably likely to materially affect, our internal control over financial reporting.
PART II. OTHER INFORMATION
Item 1.    Legal Proceedings
We are involved in a number of judicial, regulatory and arbitration proceedings concerning matters arising in connection with the conduct of our businesses. Many of these proceedings are in early stages, and many of these cases seek an indeterminate amount of damages. We have estimated the upper end of the range of reasonably possible aggregate loss for matters where we have been able to estimate a range and we believe, based on currently available information, that the results of matters where we have not been able to estimate a range of reasonably possible loss, in the aggregate, will not have a material adverse effect on our financial condition, but may be material to our operating results in a given period. Given the range of litigation and investigations presently under way, our litigation expenses can be expected tomay remain high. See “Management’s Discussion and Analysis of Financial Condition and Results of Operations — Use of Estimates” in Part I, Item 2 of this
Form 10-Q.
See Notes 18 and 27 to the consolidated financial statements in Part I, Item 1 of this
Form 10-Q
for information about our reasonably possible aggregate loss estimate and judicial, regulatory and legal proceedings.
Item 1A.    Risk Factors
Our businesses, financial condition, liquidity and results of operations have been, and may in the future be, adversely affected by the
COVID-19
pandemic.
The coronavirus
(COVID-19)
pandemic has created economic and financial disruptions that have in the past adversely affected, and may in the future adversely affect, our business, financial condition, liquidity and results of operations. The extent to which the
COVID-19
pandemic will negatively affect our businesses, financial condition, liquidity and results of operations will depend on future developments, which are highly uncertain and cannot be predicted.
While financial markets have rebounded from the significant declines that occurred earlier in the pandemic and global economic conditions showed signs of improvement in the third quarter of 2020, many of the circumstances that arose or became more pronounced after the onset of the
COVID-19
pandemic persisted at the end of the quarter, including (i) muted levels of business activity across many sectors of the economy, relatively weak consumer confidence and high unemployment; (ii) elevated levels of market volatility; (iii) the federal funds rate and yields on U.S. Treasury securities near zero; (iv) substantial uncertainty about whether previously announced merger and acquisition deals will be completed or restructured; (v) heightened credit risk with regard to industries that have been most severely impacted by the pandemic, including oil and gas, gaming and lodging, and airlines; (vi) greater emphasis by investors on liquidity products, which generate lower fees, relative to risk assets, resulting in these products comprising a higher share of AUS as compared to the
pre-pandemic
composition; and (vii) higher cyber security, information security and operational risks as a result of work-from-home arrangements.
Depending on the duration and severity of the pandemic going forward, as well as the effects of the pandemic on consumer and corporate confidence, the conditions noted above could continue for an extended period and other adverse developments may occur or reoccur, including (i) a repeat, or worse, of the decline in the valuation of equity, fixed-income and commodity markets that occurred at the outset of the pandemic; (ii) further declines in U.S. interest rates, to zero or below; (iii) market dislocations that may make hedging strategies less effective or ineffective; (iv) a reduction in fees on AUS due to declines in the valuation of assets or a protracted trend toward asset classes that generate lower fees; (v) disruption in the new issuance markets for debt and equity, leading to a decline in activity; (vi) a further deterioration in the liquidity profile of corporate borrowers, resulting in additional draws on credit lines; and (vii) greater challenges in valuing derivative positions and associated collateral, leading to significant increases in collateral calls and valuation disputes.
161Goldman Sachs September 2020 Form 10-Q

The effects of the
COVID-19
pandemic on economic and market conditions have in the past and may in the future also increase demands on our liquidity as we meet client needs. Likewise, these adverse developments have in the past and may in the future affect our capital and leverage ratios. We have ceased purchases of our common stock in order to deploy more capital and liquidity to meet the needs of our clients, and such cessation is now required by the FRB to continue through the fourth quarter. The effects of the
COVID-19
pandemic or FRB requirements may cause us to limit future capital distributions beyond the fourth quarter.
Governmental authorities worldwide have taken increased measures to stabilize the markets and support economic growth. The continued success of these measures is unknown and they may not be sufficient to address future market dislocations or avert severe and prolonged reductions in economic activity. We also face an increased risk of client disputes, litigation and governmental and regulatory scrutiny as a result of the effects of the
COVID-19
pandemic on economic and market conditions.
The length of the pandemic and the efficacy of the extraordinary measures that have been put in place to address it are unknown. Until the pandemic subsides, we may experience draws on lines of credit, reduced activity levels in investment banking, reduced revenues in our asset management and wealth management businesses and increased client defaults, including defaults in unsecured loans. Even after the pandemic subsides, the U.S. economy, as well as most other major economies, may continue to experience a recession, and we anticipate our businesses would be materially and adversely affected by a prolonged recession in the U.S. and other major markets.
Item 2.    Unregistered Sales of Equity Securities and Use of Proceeds
The table below presents purchases made by or on behalf of Group Inc. or any “affiliated purchaser” (as defined in
Rule 10b-18(a)(3)
under the Exchange Act) of our common stock during the three months ended September 2020.March 2021.
 
  
 

Total
Shares
Purchased
 
 
 
 
 

Average
Price Paid
Per Share
 
 
 
 
 


Total Shares
Purchased as
Part of a Publicly
Announced Program
 
 
 
 
 
 


Maximum Shares
That May Yet Be
Purchased Under
the Program
 
 
 
 
July
 
 
 
 
 
 
 
 
 
 
 
49,693,762
 
August
 
 
 
 
 
 
 
 
 
 
 
49,693,762
 
September
 
 
 
 
 
 
 
 
 
 
 
49,693,762
 
Total
 
 
 
     
 
 
    
  
 

Total

Shares
Purchased
 

 
 
 

Average
Price Paid
Per Share
 
 
 
 
 


Total Shares
Purchased as
Part of a Publicly
Announced Program
 
 
 
 
 
 


Maximum Shares
That May Yet Be
Purchased Under
the Program
 
 
 
 
January
 
 
1,725,281
 
 
 
$281.28
 
 
 
1,723,451
 
 
 
47,970,311
 
February
 
 
4,314,657
 
 
 
$304.88
 
 
 
4,314,657
 
 
 
43,655,654
 
March
 
 
2,670,400
 
 
 
$336.95
 
 
 
2,670,400
 
 
 
40,985,254
 
Total
 
 
8,710,338
 
     
 
8,708,508
 
    
We suspended stock repurchasesIn the table above, total shares purchased during January 2021 included 1,830 shares remitted to satisfy statutory withholding taxes on the first quarterdelivery of 2020 and through the third quarter of 2020. Consistent with the FRB’s requirement for all large BHCs, we have extended the suspension of stock repurchases through the fourth quarter of 2020.equity-based awards.
Since March 2000, our Board has approved a repurchase program authorizing repurchases of up to 605 million shares of our common stock. The repurchase program is effected primarily through regular open-market purchases (which may include repurchase plans designed to comply with
Rule 10b5-1
and accelerated share repurchases), the amounts and timing of which are determined primarily by our current and projected capital position, but which may also be influenced by general market conditions and the prevailing price and trading volumes of our common stock. The repurchase program has no set expiration or termination date.
 
Goldman Sachs September 2020March 2021 Form 10-Q 162158

Item 6.    Exhibits
Exhibits
 
  3.1
  15.1  
  31.1  
  32.1  
101  
Pursuant to Rules 405 and 406 of
Regulation S-T,
the following information is formatted in iXBRL (Inline eXtensible Business Reporting Language): (i) the Consolidated Statements of Earnings for the three and nine months ended September 30,March 31, 2021 and March 31, 2020, and September 30, 2019, (ii) the Consolidated Statements of Comprehensive Income for the three and nine months ended September 30,March 31, 2021 and March 31, 2020, and September 30, 2019, (iii) the Consolidated Balance Sheets as of September 30, 2020March 31, 2021 and December 31, 2019,2020, (iv) the Consolidated Statements of Changes in Shareholders’ Equity for the three and nine months ended September 30,March 31, 2021 and March 31, 2020, and September 30, 2019, (v) the Consolidated Statements of Cash Flows for the ninethree months ended September 30,March 31, 2021 and March 31, 2020, and September 30, 2019, (vi) the notes to the Consolidated Financial Statements and (vii) the cover page.
104  
Cover Page Interactive Data File (formatted in iXBRL in Exhibit 101).
SIGNATURES
Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.
 
THE GOLDMAN SACHS GROUP, INC.
By:
 
/s/    
 
Stephen M. Scherr
Name:    
  
Stephen M. Scherr
Title:
  
Chief Financial Officer
(Principal Financial Officer)
Date:
  October 30, 2020May 3, 2021
By:
 
/s/    
 
Sheara Fredman
Name:
  
Sheara Fredman
Title:
  
Chief Accounting Officer
(Principal Accounting Officer)
Date:
  October 30, 2020May 3, 2021
 
163159 Goldman Sachs September 2020March 2021 Form 10-Q