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Principles of Consolidation - Schedule of 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, 2023
Dec. 31, 2022
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 $ 10,885 $ 11,589
Expected life (in years) 8 years 7 years
Prepayment speed assumption (annual CPR) (as a percent) 6.00% 8.00%
Decrease in fair value from:    
10% adverse change $ 207 $ 311
25% adverse change $ 513 $ 779
Discount rate assumption (as a percent) 13.00% 11.00%
Decrease in fair value from:    
100 basis point increase $ 405 $ 430
200 basis point increase $ 827 $ 832
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 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 $ 31,690 $ 28,722
Expected life (in years) 9 years 7 years
Prepayment speed assumption (annual CPR) (as a percent) 5.00% 10.00%
Decrease in fair value from:    
10% adverse change $ 532 $ 970
25% adverse change $ 1,335 $ 2,344
Discount rate assumption (as a percent) 13.00% 12.00%
Decrease in fair value from:    
100 basis point increase $ 1,322 $ 980
200 basis point increase $ 2,506 $ 1,894
Credit loss assumption (as a percent) 0.03% 0.03%
Senior 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 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 $ 78,942 $ 74,367
Expected life (in years) 13 years 16 years
Prepayment speed assumption (annual CPR) (as a percent) 6.00% 8.00%
Decrease in fair value from:    
10% adverse change $ 200 $ 386
25% adverse change $ 477 $ 907
Discount rate assumption (as a percent) 9.00% 9.00%
Decrease in fair value from:    
100 basis point increase $ 6,855 $ 7,198
200 basis point increase $ 12,883 $ 13,394
Credit loss assumption (as a percent) 0.03% 0.03%
Decrease in fair value from:    
10% higher losses $ 36 $ 31
25% higher losses $ 96 $ 76
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%