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Equity Compensation Plans - Schedule of Equity Compensation Costs by Award Type (Details)
$ in Thousands
6 Months Ended
Jun. 30, 2024
USD ($)
Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized [Roll Forward]  
Unrecognized compensations cost at beginning of period $ 37,605
Equity grants 11,578
Grant date fair value adjustment 0
Equity grant forfeitures (1,754)
Equity compensation expense (11,154)
Unrecognized Compensation Cost at End of Period 36,275
Redwood Incentive Plan | Restricted Stock Units  
Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized [Roll Forward]  
Unrecognized compensations cost at beginning of period 3,166
Equity grants 3,522
Grant date fair value adjustment 0
Equity grant forfeitures (607)
Equity compensation expense (1,194)
Unrecognized Compensation Cost at End of Period 4,887
Redwood Incentive Plan | Deferred Stock Units  
Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized [Roll Forward]  
Unrecognized compensations cost at beginning of period 18,920
Equity grants 7,790
Grant date fair value adjustment 0
Equity grant forfeitures (1,147)
Equity compensation expense (6,256)
Unrecognized Compensation Cost at End of Period 19,307
Redwood Incentive Plan | Performance Stock Units  
Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized [Roll Forward]  
Unrecognized compensations cost at beginning of period 15,519
Equity grants 0
Grant date fair value adjustment 0
Equity grant forfeitures 0
Equity compensation expense (3,570)
Unrecognized Compensation Cost at End of Period 11,949
Employee Stock Purchase Plan  
Employee Service Share-based Compensation, Nonvested Awards, Compensation Cost Not yet Recognized [Roll Forward]  
Unrecognized compensations cost at beginning of period 0
Equity grants 266
Grant date fair value adjustment 0
Equity grant forfeitures 0
Equity compensation expense (134)
Unrecognized Compensation Cost at End of Period $ 132