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Equity Compensation Plans - Additional Information (Details) - USD ($)
$ / shares in Units, $ in Thousands
1 Months Ended 3 Months Ended 12 Months Ended
Nov. 30, 2023
Dec. 31, 2020
Dec. 31, 2018
Sep. 30, 2023
Dec. 31, 2023
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation cost         $ 37,605 $ 40,188    
Weighted average amortization period remaining for equity awards (in years)         2 years      
Long-term incentive award expense         $ 24,854 $ 23,101 $ 19,938  
Performance-based valuation adjustment         $ 4,553      
Cash Settled Performance Stock Units                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Grant date fair value assumptions, volatility rate         71.00%      
Grant date fair value assumptions, risk-free rate         4.23%      
Grant date fair value assumptions, dividend yield         0.00%      
Cash Settled Performance Stock Units | Share-Based Payment Arrangement, Tranche Three                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Equity awards, vesting percentage         100.00%      
Redwood Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Additional common stock grant (in shares)       9,650,000        
Shares of common stock available for grant under Redwood's Incentive Plan (in shares)         10,211,459 2,896,604    
Employee Stock Purchase Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation cost         $ 0 $ 0    
Share of common stock authorized (in shares)         850,000      
Performance-based valuation adjustment         $ 0      
Share purchased (in shares)         763,369      
Executive Deferred Compensation Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Shares of common stock available for grant under Redwood's Incentive Plan (in shares)         169,969      
Number of additional shares authorized (in shares) 100,000              
Restricted Stock Awards                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Long-term incentive award expense         $ 0 $ 100 $ 500  
Number of stock awards granted (in shares)         0 0 0  
Number of stock awards forfeited (in shares)         0 341 0  
Granted (in dollars per share)         $ 0 $ 0 $ 0  
Number of stock awards vested (in shares)         0 27,800 50,857  
Restricted Stock Units                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation cost         $ 3,000      
Weighted average amortization period remaining for equity awards (in years)         2 years      
Long-term incentive award expense         $ 3,000 $ 3,000 $ 2,000  
Share-based compensation, vesting period (in years)         4 years      
Number of stock awards granted (in shares)         275,005 558,388 272,261  
Number of stock awards forfeited (in shares)         132,741 48,915 45,343  
Granted (in dollars per share)         $ 7.88 $ 8.38 $ 8.80  
Number of stock awards vested (in shares)         354,813 134,426 78,270  
Restricted Stock Units | Redwood Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation cost         $ 3,166 $ 5,068    
Performance-based valuation adjustment         0      
Deferred Stock Units                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation cost         19,000      
Long-term incentive award expense         $ 11,000 $ 13,000 $ 9,000  
Share-based compensation, vesting period (in years)         4 years      
Unvested outstanding stock awards (in units)         2,536,692 2,335,551    
Weighted-average grant date fair value of stock awards (in dollars per unit)         $ 9.05 $ 10.74    
Number of stock awards granted (in shares)         1,499,621 1,759,344 1,588,862  
Number of stock awards forfeited (in shares)         50,121 398,693 31,161  
Granted (in dollars per share)         $ 7.77 $ 8.83 $ 12.04  
Deferred Stock Units | Redwood Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation cost         $ 18,920 $ 19,849    
Performance-based valuation adjustment         0      
Performance Stock Units                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation cost         $ 16,000      
Long-term incentive award expense           $ 4,000 $ 3,000  
Share-based compensation, vesting period (in years)         3 years      
Unvested outstanding stock awards (in units)         3,072,039 2,354,002    
Number of stock awards granted (in shares)         993,868 1,086,153    
Number of stock awards forfeited (in shares)         0 0    
BvTSR for tranche (as a percent)         25.00% 7.70%    
Adjustment to stock-based compensation             $ 1,000  
Performance Stock Units | Redwood Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation cost         $ 15,519 $ 15,271    
Share-based compensation, vesting period (in years)           1 year    
Performance-based valuation adjustment         $ 4,553 $ 3,000    
Performance Stock Units | Performance Share Units (PSUs), 2022                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Weighted-average grant date fair value of stock awards (in dollars per unit)         $ 8.81 $ 9.09    
Vesting percentage if TSR is 25%         100.00%      
Stock price valuation period           60 days    
Grant date fair value assumptions, volatility rate         35.85% 69.00%    
Grant date fair value assumptions, risk-free rate         4.04% 3.91%    
Grant date fair value assumptions, dividend yield           0.00%    
TSR performance period (in years)         3 years 3 years    
Performance Stock Units | Performance Share Units (PSUs), 2021                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Grant date fair value (in dollars per share)         $ 15.68      
Grant date fair value assumptions, volatility rate         59.00%      
Grant date fair value assumptions, risk-free rate         0.98%      
Grant date fair value assumptions, dividend yield         0.00%      
TSR performance period (in years)         3 years      
Performance Stock Units | Performance Share Units (PSUs), 2020                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Grant date fair value (in dollars per share)           $ 10.42    
Grant date fair value assumptions, volatility rate           54.00%    
Grant date fair value assumptions, risk-free rate           0.18%    
Grant date fair value assumptions, dividend yield           0.00%    
TSR performance period (in years)         3 years      
Performance Stock Units | Performance Share Units (PSUs), 2019                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Stock price valuation period             60 days  
Performance Stock Units | Performance Share Units (PSUs), 2018                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Number of stock awards granted (in shares)         560,000   518,173 473,845
Relative increase/decrease in vesting percentage based on TSR         5000.00%      
Vesting percentage cap if first 2 steps yield a vesting level greater than 100%     100.00%          
Minimum                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Share-based compensation, vesting period (in years)         3 years      
Minimum | Cash Settled Performance Stock Units                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Equity awards, vesting percentage         0.00%      
Minimum | Performance Stock Units | Performance Share Units (PSUs), 2022                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Vesting percentage         0.00%      
Minimum | Performance Stock Units | Performance Share Units (PSUs), 2020                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Vesting percentage   0.00%            
Minimum | Performance Stock Units | Performance Share Units (PSUs), 2018                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Vesting percentage         0.00%      
Maximum                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Share-based compensation, vesting period (in years)         4 years      
Maximum | Cash Settled Performance Stock Units                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Equity awards, vesting percentage         250.00%      
Maximum | Deferred Stock Units                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Weighted average amortization period remaining for equity awards (in years)         2 years      
Maximum | Performance Stock Units | Redwood Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Vesting percentage           75.00%    
Maximum | Performance Stock Units | Performance Share Units (PSUs), 2022                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Vesting percentage         250.00%      
Maximum | Performance Stock Units | Performance Share Units (PSUs), 2020                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Vesting percentage   200.00%         200.00%  
Maximum | Performance Stock Units | Performance Share Units (PSUs), 2018                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Vesting percentage         250.00%