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Fair Values of Assets and Liabilities (Tables)
12 Months Ended
Dec. 31, 2023
Fair Value Disclosures [Abstract]  
Fair Value on a Recurring Basis
Table 15.1 presents the balances of assets and liabilities recorded at fair value on a recurring basis.
Table 15.1: Fair Value on a Recurring Basis
December 31, 2023December 31, 2022
(in millions)Level 1Level 2Level 3TotalLevel 1Level 2Level 3Total
Trading debt securities:
Securities of U.S. Treasury and federal agencies$32,178 3,027  35,205 28,844 4,530 — 33,374 
Collateralized loan obligations 762 64 826 — 540 150 690 
Corporate debt securities 12,859 82 12,941 — 10,344 23 10,367 
Federal agency mortgage-backed securities 42,944  42,944 — 34,447 — 34,447 
Non-agency mortgage-backed securities 1,477 10 1,487 — 1,243 12 1,255 
Other debt securities 3,898 1 3,899 — 6,022 — 6,022 
Total trading debt securities32,178 64,967 157 97,302 28,844 57,126 185 86,155 
Available-for-sale debt securities:
Securities of U.S. Treasury and federal agencies45,467   45,467 45,285 — — 45,285 
Non-U.S. government securities 164  164 — 162 — 162 
Securities of U.S. states and political subdivisions 20,009 57 20,066 — 10,332 113 10,445 
Federal agency mortgage-backed securities 59,578  59,578 — 48,137 — 48,137 
Non-agency mortgage-backed securities 2,748 1 2,749 — 3,284 — 3,284 
Collateralized loan obligations 1,533  1,533 — 3,981 — 3,981 
Other debt securities 728 163 891 — 2,137 163 2,300 
Total available-for-sale debt securities45,467 84,760 221 130,448 45,285 68,033 276 113,594 
Loans held for sale 2,444 448 2,892 — 3,427 793 4,220 
Mortgage servicing rights (residential)  7,468 7,468 — — 9,310 9,310 
Derivative assets (gross):
Interest rate contracts195 31,434 816 32,445 262 40,503 321 41,086 
Commodity contracts 2,723 18 2,741 — 5,866 134 6,000 
Equity contracts71 13,041 193 13,305 112 9,051 410 9,573 
Foreign exchange contracts 24,730 37 24,767 27 22,175 11 22,213 
Credit contracts 74 39 113 — 44 22 66 
Total derivative assets (gross)266 72,002 1,103 73,371 401 77,639 898 78,938 
Equity securities:
Marketable10,849 9 6 10,864 18,527 86 18,616 
Nonmarketable 8,940 37 8,977 — 9,750 17 9,767 
Total equity securities10,849 8,949 43 19,841 18,527 9,836 20 28,383 
Other assets (1)  49 49 — — — — 
 Total assets prior to derivative netting$88,760 233,122 9,489 331,371 93,057 216,061 11,482 320,600 
Derivative netting (2)(55,148)(56,164)
Total assets after derivative netting$276,223 264,436 
Derivative liabilities (gross):
Interest rate contracts$(201)(32,298)(4,383)(36,882)(193)(40,377)(2,903)(43,473)
Commodity contracts (2,719)(27)(2,746)— (3,325)(120)(3,445)
Equity contracts (1)(35)(12,108)(1,667)(13,810)(118)(6,502)(1,634)(8,254)
Foreign exchange contracts (27,138)(19)(27,157)(29)(26,622)(35)(26,686)
Credit contracts (39)(5)(44)— (33)(3)(36)
Total derivative liabilities (gross)(236)(74,302)(6,101)(80,639)(340)(76,859)(4,695)(81,894)
Short-sale and other liabilities (1)(19,695)(5,776)(83)(25,554)(14,791)(5,513)(167)(20,471)
Interest-bearing deposits
 (1,297) (1,297)— — — — 
Long-term debt (2,308) (2,308) (1,346) (1,346)
Total liabilities prior to derivative netting$(19,931)$(83,683)(6,184)(109,798)(15,131)(83,718)(4,862)(103,711)
Derivative netting (2)62,144 61,827 
Total liabilities after derivative netting$(47,654)(41,884)
(1)In first quarter 2023, we adopted ASU 2018-12 – Financial Services – Insurance (Topic 944): Targeted Improvements to the Accounting for Long-Duration Contracts. For additional information, see Note 1 (Summary of Significant Accounting Policies).
(2)Represents balance sheet netting of derivative asset and liability balances, related cash collateral, and portfolio level counterparty valuation adjustments. See Note 14 (Derivatives) for additional information.
Changes in Level 3 Fair Value Assets and Liabilities on a Recurring Basis
Table 15.2 presents the changes in Level 3 assets and liabilities measured at fair value on a recurring basis.
Table 15.2: Changes in Level 3 Fair Value Assets and Liabilities on a Recurring Basis
Net unrealized gains (losses)
related to assets and liabilities held at period end
(in millions)Balance,
beginning
of period
Net gains/(losses) (1)Purchases (2)SalesSettlementsTransfers 
into 
Level 3 (3)
Transfers
out of
Level 3 (4)
Balance, 
end of 
period
(5)
Year ended December 31, 2023
Trading debt securities$185 (14)141 (167)(11)104 (81)157 (12)(6)
Available-for-sale debt securities276 (8)113 (31)(19)304 (414)221 (32)(6)
Loans held for sale793 1 298 (373)(120)126 (277)448 (17)(7)
Mortgage servicing rights (residential) (8)9,310 (1,101)161 (902)   7,468 86 (7)
Net derivative assets and liabilities:
Interest rate contracts(2,582)(2,062)3 (3)2,548 (1,493)22 (3,567)93 
Equity contracts(1,224)(801)  521 (108)138 (1,474)(314)
Other derivative contracts9 (52)14 (4)81 (3)(2)43 42 
Total derivative contracts(3,797)(2,915)17 (7)3,150 (1,604)158 (4,998)(179)(9)
Equity securities20 (2)10 (8) 23  43 (1)(6)
Other assets and liabilities(167)133      (34)133 (10)
Year ended December 31, 2022
Trading debt securities$241 (72)218 (186)(6)22 (32)185 (73)(6)
Available-for-sale debt securities186 (36)327 (26)(25)460 (610)276 (10)(6)
Loans held for sale1,033 (252)389 (391)(207)237 (16)793 (170)(7)
Mortgage servicing rights (residential) (8)6,920 2,001 1,003 (614)— — — 9,310 3,254 (7)
Net derivative assets and liabilities:
Interest rate contracts127 (3,280)— — 994 (435)12 (2,582)(2,073)
Equity contracts (11)(417)35 — (9)718 (584)(967)(1,224)276 
Other derivative contracts(68)19 (9)118 (16)(40)(16)
Total derivative contracts(285)(3,313)19 (18)1,830 (1,035)(995)(3,797)(1,813)(9)
Equity securities8,910 (2)— (8,896)20 (2)(6)
Other assets and liabilities (11)(791)624 — — — — — (167)624 (10)
Year ended December 31, 2021
Trading debt securities$173 518 (448)(12)34 (31)241 (8)(6)
Available-for-sale debt securities2,994 21 809 (112)(278)353 (3,601)186 (4)(6)
Loans held for sale1,234 (25)477 (534)(377)394 (136)1,033 (26)(7)
Mortgage servicing rights (residential) (8)6,125 (842)1,645 (8)— — — 6,920 1,170 (7)
Net derivative assets and liabilities:
Interest rate contracts446 27 — — (340)(5)(1)127 (75)
Equity contracts (11)
(288)(482)— — 379 (228)202 (417)(280)
Other derivative contracts39 (114)(3)77 — (36)
Total derivative contracts197 (569)(3)116 (233)204 (285)(391)(9)
Equity securities9,233 (267)(68)— 11 — 8,910 (316)(6)
Other assets and liabilities (11)
(1,483)771 — — (79)— — (791)645 
(10)
(1)All amounts represent net gains (losses) included in net income except for AFS debt securities and other assets and liabilities which also included net gains (losses) in other comprehensive income. Net gains (losses) included in other comprehensive income for AFS debt securities were $(27) million, $(37) million and $41 million for the years ended December 31, 2023, 2022 and 2021, respectively. Net gains (losses) included in other comprehensive income for other assets and liabilities were $(12) million, $71 million, and $83 million for the years ended December 31, 2023, 2022 and 2021, respectively.
(2)Includes originations of mortgage servicing rights and loans held for sale.
(3)All assets and liabilities transferred into Level 3 were previously classified within Level 2.
(4)All assets and liabilities transferred out of Level 3 are classified as Level 2. During first quarter 2022, we transferred $8.9 billion of non-marketable equity securities and $1.4 billion of related economic hedging derivative assets (equity contracts) out of Level 3 due to our election to measure fair value of these instruments as a portfolio. Under this election, the unit of valuation is the portfolio-level, rather than each individual instrument. The unobservable inputs previously significant to the valuation of the instruments individually are no longer significant, as those unobservable inputs offset under the portfolio election.
(5)All amounts represent net unrealized gains (losses) related to assets and liabilities held at period end included in net income except for AFS debt securities and other assets and liabilities which also included net unrealized gains (losses) related to assets and liabilities held at period end in other comprehensive income. Net unrealized gains (losses) included in other comprehensive income for AFS debt securities were $(28) million, $(9) million and $(1) million for the years ended December 31, 2023, 2022 and 2021, respectively. Net unrealized gains (losses) included in other comprehensive income for other assets and liabilities were $(12) million, $71 million and $78 million for the years ended December 31, 2023, 2022 and 2021, respectively.
(6)Included in net gains from trading and securities on our consolidated statement of income.
(7)Included in mortgage banking income on our consolidated statement of income.
(8)For additional information on the changes in mortgage servicing rights, see Note 6 (Mortgage Banking Activities).
(9)Included in mortgage banking income, net gains from trading and securities, and other noninterest income on our consolidated statement of income.
(10)Included in other noninterest income on our consolidated statement of income.
(11)In first quarter 2023, we adopted ASU 2018-12 – Financial Services – Insurance (Topic 944): Targeted Improvements to the Accounting for Long-Duration Contracts. For additional information, see Note 1 (Summary of Significant Accounting Policies).
Valuation Techniques – Recurring Basis
Table 15.3 provides quantitative information about the valuation techniques and significant unobservable inputs used in the valuation of our Level 3 assets and liabilities measured at fair value on a recurring basis.
The significant unobservable inputs for Level 3 assets inherent in the fair values obtained from third-party vendors are not included in the table, as the specific inputs applied are not
provided by the vendor (see discussion in the “Level 3 Asset and Liability Valuation Processes” section within this Note regarding vendor-developed valuations).
Weighted averages of inputs are calculated using outstanding unpaid principal balance for cash instruments, such as loans and securities, and notional amounts for derivative instruments.
Table 15.3: Valuation Techniques – Recurring Basis
($ in millions, except cost to service amounts)Fair Value Level 3Valuation TechniqueSignificant
Unobservable Input
Range of Inputs Weighted
Average
December 31, 2023
Trading and available-for-sale debt securities$60 Discounted cash flowDiscount rate2.7 -7.3 %4.7 
157 Market comparable pricingComparability adjustment(27.1)-20.1 (1.9)
161 Market comparable pricingMultiples1.2x-10.3x5.6x
Loans held for sale359 Discounted cash flowDefault rate0.0 -28.0 %1.1 
Discount rate1.7 -15.4 9.8 
Loss severity0.0 -58.1 15.7 
Prepayment rate2.6 -12.1 10.6 
89 Market comparable pricingComparability adjustment(6.4)-1.1 (1.1)
Mortgage servicing rights (residential)7,468 Discounted cash flowCost to service per loan (1)$52 -527 105 
Discount rate8.9 -13.9 %9.4 
Prepayment rate (2)7.3 -24.3 8.9 
Net derivative assets and (liabilities):
Interest rate contracts(3,501)Discounted cash flowDiscount rate3.6 -5.4 4.2 
(36)Discounted cash flowDefault rate0.4 -5.0 1.2 
Loss severity50.0 -50.0 50.0 
Prepayment rate22.0 -22.0 22.0 
Interest rate contracts: derivative loan
commitments
(30)Discounted cash flowFall-out factor1.0 -99.0 30.2 
Initial-value servicing(5.5)-141.0 bps10.0 
Equity contracts(1,020)Discounted cash flowConversion factor(6.9)-0.0 %(6.4)
Weighted average life0.5-2.0yrs1.1
(454)Option modelCorrelation factor(67.0)-99.0 %73.8 
Volatility factor6.5 -147.0 38.6 
 Insignificant Level 3 assets, net of liabilities (3)52  
Total Level 3 assets, net of liabilities$3,305 (4)
December 31, 2022
Trading and available-for-sale debt securities$157 Discounted cash flowDiscount rate2.7 -12.5 %6.4 
185 Market comparable pricingComparability adjustment(33.6)-14.1 (4.8)
119 Market comparable pricingMultiples1.1x-7.4x4.0x
Loans held for sale793 Discounted cash flowDefault rate0.0 -25.0 %0.7 
Discount rate2.9 -13.4 9.5 
Loss severity0.0 -53.6 15.7 
Prepayment rate3.5 -14.2 10.7 
Mortgage servicing rights (residential)9,310 Discounted cash flowCost to service per loan (1)$52 -550 102 
Discount rate8.7 -14.1 %9.1 
Prepayment rate (2)8.1 -21.9 9.4 
Net derivative assets and (liabilities):
Interest rate contracts(2,411)Discounted cash flowDiscount rate3.2 -4.9 4.2 
(63)Discounted cash flowDefault rate0.4 -5.0 2.3 
Loss severity50.0 -50.0 50.0 
Prepayment rate2.8 -22.0 18.7 
Interest rate contracts: derivative loan
commitments
(108)Discounted cash flowFall-out factor1.0 -99.0 41.0 
Initial-value servicing(9.3)-141.0  bps 11.5 
Equity contracts (3)(1,000)Discounted cash flowConversion factor(12.2)-0.0 %(9.9)
Weighted average life0.5-1.5 yrs 0.8
(224)Option modelCorrelation factor(77.0)-99.0 %49.5 
Volatility factor6.5 -96.5 37.3 
 Insignificant Level 3 liabilities, net of assets (3)(138)
Total Level 3 assets, net of liabilities$6,620 (4)
(1)The high end of the range of inputs is for servicing modified loans. For non-modified loans, the range is $52 - $167 at December 31, 2023, and $52 - $178 at December 31, 2022.
(2)Includes a blend of prepayment speeds and expected defaults. Prepayment speeds are influenced by mortgage interest rates as well as our estimation of drivers of borrower behavior.
(3)In first quarter 2023, we adopted ASU 2018-12 – Financial Services – Insurance (Topic 944): Targeted Improvements to the Accounting for Long-Duration Contracts. For additional information, see Note 1 (Summary of Significant Accounting Policies).
(4)Consists of total Level 3 assets of $9.5 billion and $11.5 billion and total Level 3 liabilities of $6.2 billion and $4.9 billion, before netting of derivative balances, at December 31, 2023 and 2022, respectively.
Fair Value on a Nonrecurring Basis
Table 15.4 provides the fair value hierarchy and fair value at the date of the nonrecurring fair value adjustment for all assets that were still held as of December 31, 2023 and 2022, and for which a nonrecurring fair value adjustment was recorded during the years then ended.
Table 15.4: Fair Value on a Nonrecurring Basis
December 31, 2023December 31, 2022
(in millions)Level 2 Level 3 Total Level 2 Level 3 Total 
Loans held for sale (1)$326 297 623 838 554 1,392 
Loans:
Commercial1,565  1,565 285 — 285 
Consumer97  97 512 — 512 
Total loans1,662  1,662 797 — 797 
Mortgage servicing rights (commercial)   — 75 75 
Nonmarketable equity securities2,086 2,354 4,440 1,926 2,818 4,744 
Other assets2,451 58 2,509 1,862 296 2,158 
Total assets at fair value on a nonrecurring basis$6,525 2,709 9,234 5,423 3,743 9,166 
(1)Consists of commercial mortgages and residential mortgage – first lien loans.
Gains (Losses) on Assets with Nonrecurring Fair Value Adjustment
Table 15.5 presents the gains (losses) on certain assets held at the end of the reporting periods presented for which a nonrecurring fair value adjustment was recognized in earnings during the respective periods. 
Table 15.5: Gains (Losses) on Assets with Nonrecurring Fair Value Adjustment
Year ended December 31,
(in millions)202320222021
Loans held for sale$(9)(120)33 
Loans:
Commercial(716)(96)(230)
Consumer(706)(739)(564)
Total loans(1,422)(835)(794)
Mortgage servicing rights (commercial) 33 
Nonmarketable equity securities (1)(718)(1,191)4,407 
Other assets (2)(122)(275)(388)
Total$(2,271)(2,417)3,291 
(1)Includes impairment of nonmarketable equity securities and observable price changes related to nonmarketable equity securities accounted for under the measurement alternative.
(2)Includes impairment of operating lease ROU assets, valuation of physical commodities, valuation losses on foreclosed real estate and other collateral owned, and impairment of venture capital and private equity investments in consolidated portfolio companies.
Valuation Techniques – Nonrecurring Basis
Table 15.6 provides quantitative information about the valuation techniques and significant unobservable inputs used in the valuation of our Level 3 assets that are measured at fair value on a nonrecurring basis and determined using an internal model. The table is limited to financial instruments that had nonrecurring fair value adjustments during the periods presented. Weighted averages of inputs are calculated using outstanding unpaid principal balance for cash instruments, such as loans, and carrying value prior to the nonrecurring fair value measurement for nonmarketable equity securities and venture capital and private equity investments in consolidated portfolio companies.
Table 15.6: Valuation Techniques – Nonrecurring Basis

($ in millions)
Fair Value
Level 3
Valuation
Technique (1)
Significant
Unobservable Input (1)
Range of Inputs
Positive (Negative)
Weighted
Average
December 31, 2023
Loans held for sale$297 Discounted cash flowDefault rate0.1 -95.8 %17.5 
Discount rate3.0 -13.25.8 
Loss severity5.4 -58.616.6 
Prepayment rate2.1 -33.811.8 
Nonmarketable equity securities591 Market comparable pricingComparability adjustment(100.0)-(11.5)(42.9)
1,721 Market comparable pricingMultiples0.7x-27.1x8.4x
42 Discounted cash flowDiscount rate5.0 -5.0%5.0 
Insignificant Level 3 assets58 
Total$2,709 
December 31, 2022
Loans held for sale$143 Discounted cash flowDefault rate0.1 -86.1 %13.8 
Discount rate3.8 -13.89.0 
Loss severity8.1 -43.818.6 
Prepayment rate2.3 -23.418.6 
411 Market comparable pricingComparability adjustment(8.2)-(0.9)(4.3)
Mortgage servicing rights (commercial)75 Discounted cash flowCost to service per loan$3,775 -3,7753,775 
Discount rate5.2 -5.2 %5.2 
Prepayment rate0.0 -20.66.7 
Nonmarketable equity securities1,461 Market comparable pricingComparability adjustment(100.0)-(4.0)(30.1)
1,352 Market comparable pricingMultiples0.8x-18.7x9.9x
Other assets (2)234 Market comparable pricingMultiples6.4 -8.07.1 
Insignificant Level 3 assets67 
Total$3,743 
(1)Refer to the narrative following Table 15.3 for a definition of the valuation technique(s) and significant unobservable inputs used in the valuation of loans held for sale, mortgage servicing rights, certain nonmarketable equity securities, and other assets.
(2)Represents venture capital and private equity investments in consolidated portfolio companies.
Fair Value Option
Table 15.7 reflects differences between the fair value carrying amount of the assets and liabilities for which we have elected the fair value option and the contractual aggregate unpaid principal amount at maturity.
Table 15.7: Fair Value Option
December 31, 2023December 31, 2022
(in millions)Fair value carrying amountAggregate unpaid principalFair value carrying amount less aggregate unpaid principalFair value carrying amountAggregate unpaid principalFair value carrying amount less aggregate
unpaid
principal
Loans held for sale (1)$2,892 3,119 (227)4,220 4,614 (394)
Interest-bearing deposits(1,297)(1,298)1 — — — 
Long-term debt (2)(2,308)(2,864)556 (1,346)(1,775)429 
(1)Nonaccrual loans and loans 90 days or more past due and still accruing included in LHFS for which we have elected the fair value option were insignificant at December 31, 2023 and 2022.
(2)Includes zero coupon notes for which the aggregate unpaid principal amount reflects the contractual principal due at maturity.
Gains (Losses) on Changes in Fair Value Included in Earnings
Table 15.8 reflects amounts included in earnings related to initial measurement and subsequent changes in fair value, by income statement line item, for assets and liabilities for which
the fair value option was elected. Amounts recorded in net interest income are excluded from the table below.


Table 15.8: Gains (Losses) on Changes in Fair Value Included in Earnings
Year ended December 31,
202320222021
(in millions)Mortgage banking noninterest incomeNet gains from trading and securitiesOther noninterest incomeMortgage banking noninterest incomeNet gains from trading and securitiesOther noninterest incomeMortgage banking noninterest incomeNet gains from trading and securitiesOther noninterest income
Loans held for sale$230 46 (26)(681)— 1,972 54 
Interest-bearing deposits
 (22) — — — — — — 
Long-term debt (81) — 52 — — — — 
Fair Value Estimates for Financial Instruments
Table 15.9 presents a summary of fair value estimates for financial instruments that are not carried at fair value on a recurring basis. Some financial instruments are excluded from the scope of this table, such as certain insurance contracts, certain nonmarketable equity securities, and leases. This table also excludes assets and liabilities that are not financial instruments such as the value of the long-term relationships with our deposit, credit card and trust customers, MSRs, premises and equipment, goodwill and deferred taxes.
Loan commitments, standby letters of credit and commercial and similar letters of credit are not included in
Table 15.9. A reasonable estimate of the fair value of these instruments is the carrying value of deferred fees plus the allowance for unfunded credit commitments, which totaled $575 million and $737 million at December 31, 2023 and 2022, respectively.
The total of the fair value calculations presented does not represent, and should not be construed to represent, the underlying fair value of the Company.
Table 15.9: Fair Value Estimates for Financial Instruments
Estimated fair value 
(in millions)Carrying amountLevel 1 Level 2 Level 3 Total
December 31, 2023
Financial assets
Cash and due from banks (1)$33,026 33,026   33,026 
Interest-earning deposits with banks (1) 204,193 203,960 233  204,193 
Federal funds sold and securities purchased under resale agreements (1)80,456  80,456  80,456 
Held-to-maturity debt securities262,708 2,288 222,209 2,819 227,316 
Loans held for sale2,044  848 1,237 2,085 
Loans, net (2)905,764  52,127 818,358 870,485 
Nonmarketable equity securities (cost method)5,276   5,344 5,344 
Total financial assets$1,493,467 239,274 355,873 827,758 1,422,905 
Financial liabilities
Deposits (3)$190,970  127,738 62,372 190,110 
Short-term borrowings89,340  89,340  89,340 
Long-term debt (4)205,261  205,705 2,028 207,733 
Total financial liabilities$485,571  422,783 64,400 487,183 
December 31, 2022
Financial assets
Cash and due from banks (1)$34,596 34,596 — — 34,596 
Interest-earning deposits with banks (1)124,561 124,338 223 — 124,561 
Federal funds sold and securities purchased under resale agreements (1)68,036 — 68,036 — 68,036 
Held-to-maturity debt securities297,059 14,285 238,552 2,684 255,521 
Loans held for sale2,884 — 2,208 719 2,927 
Loans, net (2)928,049 — 57,532 836,831 894,363 
Nonmarketable equity securities (cost method)4,900 — — 4,961 4,961 
Total financial assets$1,460,085 173,219 366,551 845,195 1,384,965 
Financial liabilities
Deposits (3)$66,887 — 46,745 18,719 65,464 
Short-term borrowings50,964 — 50,970 — 50,970 
Long-term debt (4)173,502 — 172,783 999 173,782 
Total financial liabilities$291,353 — 270,498 19,718 290,216 
(1)Amounts consist of financial instruments for which carrying value approximates fair value.
(2)Excludes lease financing with a carrying amount of $16.2 billion and $14.7 billion at December 31, 2023 and 2022, respectively.
(3)Excludes deposit liabilities with no defined or contractual maturity of $1.2 trillion and $1.3 trillion at December 31, 2023 and 2022, respectively.
(4)Excludes obligations under finance leases of $19 million and $22 million at December 31, 2023 and 2022, respectively.