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Principles of Consolidation - Key Assumptions and Sensitivity Analysis for Assets Retained from Unconsolidated Variable Interest Entity's Sponsored by Redwood (Details) - Variable Interest Entity, Not Primary Beneficiary - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
MSRs    
Sensitivity Analysis of Fair Value of Interests Continued to be Held by Transferor, Servicing Assets or Liabilities, Impact of Adverse Change in Assumption [Line Items]    
Fair value $ 6,450 $ 8,413
Expected life (in years) 3 years 2 years
Prepayment speed assumption (annual CPR) (as a percent) 29.00% 37.00%
Decrease in fair value from:    
10% adverse change $ 447 $ 906
25% adverse change $ 1,020 $ 2,058
Discount rate assumption (as a percent) 12.00% 12.00%
Decrease in fair value from:    
100 basis point increase $ 152 $ 196
200 basis point increase $ 297 $ 380
MSRs | Minimum    
Decrease in fair value from:    
Impact of adverse change in prepayment speed (as a percent) 10.00% 10.00%
Decrease in fair value from:    
Impact of increase in discount rate assumption 1.00% 1.00%
Decrease in fair value from:    
Impact of adverse change in expected credit losses (as a percent) 10.00% 10.00%
MSRs | Maximum    
Decrease in fair value from:    
Impact of adverse change in prepayment speed (as a percent) 25.00% 25.00%
Decrease in fair value from:    
Impact of increase in discount rate assumption 2.00% 2.00%
Decrease in fair value from:    
Impact of adverse change in expected credit losses (as a percent) 25.00% 25.00%
Senior IO Securities    
Sensitivity Analysis of Fair Value of Interests Continued to be Held by Transferor, Servicing Assets or Liabilities, Impact of Adverse Change in Assumption [Line Items]    
Fair value $ 18,214 $ 17,333
Expected life (in years) 4 years 3 years
Prepayment speed assumption (annual CPR) (as a percent) 23.00% 31.00%
Decrease in fair value from:    
10% adverse change $ 1,130 $ 1,557
25% adverse change $ 2,596 $ 3,754
Discount rate assumption (as a percent) 16.00% 21.00%
Decrease in fair value from:    
100 basis point increase $ 426 $ 337
200 basis point increase $ 829 $ 659
Credit loss assumption (as a percent) 0.35% 0.41%
Decrease in fair value from:    
10% higher losses $ 0 $ 0
25% higher losses $ 0 $ 0
Senior IO Securities | Minimum    
Decrease in fair value from:    
Impact of adverse change in prepayment speed (as a percent) 10.00% 10.00%
Decrease in fair value from:    
Impact of increase in discount rate assumption 1.00% 1.00%
Decrease in fair value from:    
Impact of adverse change in expected credit losses (as a percent) 10.00% 10.00%
Senior IO Securities | Maximum    
Decrease in fair value from:    
Impact of adverse change in prepayment speed (as a percent) 25.00% 25.00%
Decrease in fair value from:    
Impact of increase in discount rate assumption 2.00% 2.00%
Decrease in fair value from:    
Impact of adverse change in expected credit losses (as a percent) 25.00% 25.00%
Subordinate Securities    
Sensitivity Analysis of Fair Value of Interests Continued to be Held by Transferor, Servicing Assets or Liabilities, Impact of Adverse Change in Assumption [Line Items]    
Fair value $ 127,542 $ 140,124
Expected life (in years) 5 years 8 years
Prepayment speed assumption (annual CPR) (as a percent) 32.00% 33.00%
Decrease in fair value from:    
10% adverse change $ 531 $ 452
25% adverse change $ 1,440 $ 2,298
Discount rate assumption (as a percent) 5.00% 5.00%
Decrease in fair value from:    
100 basis point increase $ 4,801 $ 9,769
200 basis point increase $ 9,139 $ 18,650
Credit loss assumption (as a percent) 0.35% 0.41%
Decrease in fair value from:    
10% higher losses $ 1,528 $ 2,409
25% higher losses $ 3,819 $ 5,915
Subordinate Securities | Minimum    
Decrease in fair value from:    
Impact of adverse change in prepayment speed (as a percent) 10.00% 10.00%
Decrease in fair value from:    
Impact of increase in discount rate assumption 1.00% 1.00%
Decrease in fair value from:    
Impact of adverse change in expected credit losses (as a percent) 10.00% 10.00%
Subordinate Securities | Maximum    
Decrease in fair value from:    
Impact of adverse change in prepayment speed (as a percent) 25.00% 25.00%
Decrease in fair value from:    
Impact of increase in discount rate assumption 2.00% 2.00%
Decrease in fair value from:    
Impact of adverse change in expected credit losses (as a percent) 25.00% 25.00%