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Business Purpose Loans - Classifications and Carrying Values of Business Purpose Residential Loans (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2022
Mar. 31, 2021
Dec. 31, 2021
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Real estate amount, amount with original maturity of thirty years (as a percent) 2.00%    
LIBOR      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Real estate owned, rate (as a percent) 71.00%    
Secured Overnight Financing Rate (SOFR) Overnight Index Swap Rate      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Real estate owned, rate (as a percent) 12.00%    
Fixed Rate      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Real estate owned, rate (as a percent) 17.00%    
Commitment To Fund Residential Bridge Loan      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Commitment to fund loan $ 792,000    
Residential Bridge, Held-for-sale at fair value      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 0   $ 0
Bridge loans held-for-investment      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 917,979   666,364
Residential bridge loans      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans $ 917,979   666,364
Bridge Loans | Minimum      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Residential bridge loans held-for-investment, original maturities (in months) 6 months    
Bridge Loans | Maximum      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Residential bridge loans held-for-investment, original maturities (in months)   36 months  
Held-for-sale at fair value, Total      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans $ 505,889   358,309
Held-for-investment at fair value, Total      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 4,248,889   4,432,680
Business Purpose Loans      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 4,754,778   4,790,989
Redwood | Single-family rental loans, held-for-sale      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 505,889   358,309
Redwood | Single Family Rental Loans Held For Investment At Fair Value      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 0   0
Redwood | Single family rental loans      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 505,889   358,309
CAFL | Single-family rental loans, held-for-sale      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 0   0
CAFL | Single Family Rental Loans Held For Investment At Fair Value      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 3,038,939   3,488,074
CAFL | Single family rental loans      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 3,038,939   3,488,074
CAFL | Bridge Loans, Held-For-Sale At Fair Value      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 0   0
CAFL | Bridge Loans Held For Investment At Fair Value      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans 291,971   278,242
CAFL | Bridge Loans      
Accounts, Notes, Loans and Financing Receivable [Line Items]      
Fair value of loans $ 291,971   $ 278,242