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Fair Value of Financial Instruments - Valuation for Level 3 Assets (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2023
Mar. 31, 2022
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]    
Balance at beginning of period $ 3,801,370 $ 3,935,253
Total (losses)/gains (realized/unrealized)    
Included in earnings 54,963 (115,934)
Transfers out (326) (879)
Transfers to securitization trust, net 0 0
Funding/Contributions 21,948 19,191
Paydowns/Distributions (294,927) (330,853)
Sales (166) (320)
Purchases 88,521 782,477
Balance at the end of period $ 3,671,383 $ 4,288,935
Fair Value, Asset, Recurring Basis, Unobservable Input Reconciliation, Gain (Loss), Statement of Income or Comprehensive Income [Extensible Enumeration] Other Operating Income (Expense), Net Other Operating Income (Expense), Net
Consolidated SLST | VIE, Primary Beneficiary | Residential loans    
Total (losses)/gains (realized/unrealized)    
Sales $ 0  
Residential loans    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]    
Balance at beginning of period 1,081,384 $ 1,703,290
Total (losses)/gains (realized/unrealized)    
Included in earnings (599) (24,571)
Transfers out (93) (90)
Transfers to securitization trust, net (86,110) (598,430)
Funding/Contributions 0 0
Paydowns/Distributions (141,355) (126,575)
Sales   (320)
Purchases 67,939 767,914
Balance at the end of period 921,000 1,721,218
Residential loans | Residential loans    
Total (losses)/gains (realized/unrealized)    
Sales (166)  
Residential loans | Consolidated SLST | VIE, Primary Beneficiary    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]    
Balance at beginning of period 827,582 1,070,882
Total (losses)/gains (realized/unrealized)    
Included in earnings 15,121 (67,685)
Transfers out 0 0
Transfers to securitization trust, net 0 0
Funding/Contributions 0 0
Paydowns/Distributions (13,550) (33,344)
Sales   0
Purchases 0 0
Balance at the end of period 829,153 969,853
Residential loans held in securitization trusts    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]    
Balance at beginning of period 1,616,114 801,429
Total (losses)/gains (realized/unrealized)    
Included in earnings 33,041 (33,729)
Transfers out (233) (789)
Transfers to securitization trust, net 86,110 598,430
Funding/Contributions 0 0
Paydowns/Distributions (130,911) (117,548)
Sales   0
Purchases 20,582 14,563
Balance at the end of period 1,624,703 1,262,356
Residential loans held in securitization trusts | Residential loans    
Total (losses)/gains (realized/unrealized)    
Sales 0  
Multi-family loans    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]    
Balance at beginning of period 87,534 120,021
Total (losses)/gains (realized/unrealized)    
Included in earnings 2,889 3,258
Transfers out 0 0
Transfers to securitization trust, net 0 0
Funding/Contributions 6,420 0
Paydowns/Distributions (1,534) (13,071)
Sales   0
Purchases 0 0
Balance at the end of period 95,309 110,208
Multi-family loans | Multi-family loans    
Total (losses)/gains (realized/unrealized)    
Sales 0  
Equity investments    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]    
Balance at beginning of period 179,746 239,631
Total (losses)/gains (realized/unrealized)    
Included in earnings 3,451 6,793
Transfers out 0 0
Transfers to securitization trust, net 0 0
Funding/Contributions 15,528 19,191
Paydowns/Distributions (7,577) (40,315)
Sales   0
Purchases 0 0
Balance at the end of period 191,148 $ 225,300
Equity investments | Equity investments    
Total (losses)/gains (realized/unrealized)    
Sales 0  
Equity investments in disposal group held for sale    
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]    
Balance at beginning of period 9,010  
Total (losses)/gains (realized/unrealized)    
Included in earnings 1,060  
Transfers out 0  
Transfers to securitization trust, net 0  
Funding/Contributions 0  
Paydowns/Distributions 0  
Purchases 0  
Balance at the end of period $ 10,070