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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
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
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 $ 11,589 $ 6,450
Expected life (in years) 7 years 3 years
Prepayment speed assumption (annual CPR) (as a percent) 8.00% 29.00%
Decrease in fair value from:    
10% adverse change $ 311 $ 447
25% adverse change $ 779 $ 1,020
Discount rate assumption (as a percent) 11.00% 12.00%
Decrease in fair value from:    
100 basis point increase $ 430 $ 152
200 basis point increase $ 832 $ 297
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 $ 28,722 $ 18,214
Expected life (in years) 7 years 4 years
Prepayment speed assumption (annual CPR) (as a percent) 10.00% 23.00%
Decrease in fair value from:    
10% adverse change $ 970 $ 1,130
25% adverse change $ 2,344 $ 2,596
Discount rate assumption (as a percent) 12.00% 16.00%
Decrease in fair value from:    
100 basis point increase $ 980 $ 426
200 basis point increase $ 1,894 $ 829
Credit loss assumption (as a percent) 0.03% 0.35%
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 $ 74,367 $ 127,542
Expected life (in years) 16 years 5 years
Prepayment speed assumption (annual CPR) (as a percent) 8.00% 32.00%
Decrease in fair value from:    
10% adverse change $ 386 $ 531
25% adverse change $ 907 $ 1,440
Discount rate assumption (as a percent) 9.00% 5.00%
Decrease in fair value from:    
100 basis point increase $ 7,198 $ 4,801
200 basis point increase $ 13,394 $ 9,139
Credit loss assumption (as a percent) 0.03% 0.35%
Decrease in fair value from:    
10% higher losses $ 31 $ 1,528
25% higher losses $ 76 $ 3,819
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%