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Principles of Consolidation - Assets and Liabilities of Consolidated Variable Interest Entities Accounted for as Collateralized Financing Entities (Details)
$ in Thousands
Jun. 30, 2021
USD ($)
investment
Dec. 31, 2020
USD ($)
investment
Variable Interest Entity [Line Items]    
Other investments [1] $ 308,732 $ 348,175
Cash and cash equivalents [1] 421,223 461,260
Restricted cash [1] 55,048 83,190
Accrued interest receivable 41,366 39,445
Other assets [1] 136,432 130,588
Total Assets [1] 11,996,391 10,355,066
Short-term debt [1] 1,484,999 522,609
Accrued interest payable 35,615 34,858
Accrued expenses and other liabilities [1] 191,705 179,340
Asset-backed securities issued [1] 7,536,997 7,100,661
Total liabilities [1] 10,701,249 9,244,167
Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Other investments 202,369 251,773
Cash and cash equivalents 12,459 11,579
Restricted cash 19,176 23,368
Accrued interest receivable 30,176 30,587
Other assets 21,168 9,937
Total Assets 8,616,435 8,141,069
Short-term debt 163,629 208,375
Accrued interest payable 21,612 21,274
Accrued expenses and other liabilities 16,360 18,403
Asset-backed securities issued 7,360,766 6,900,362
Total liabilities $ 7,562,367 $ 7,148,414
Number of VIEs | investment 53 50
Residential loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans $ 4,582,052 $ 4,072,410
Business purpose loans, held-for-investment    
Variable Interest Entity [Line Items]    
Fair value of loans [1] 3,990,447 3,890,959
Business purpose loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 3,263,878 3,249,194
Multifamily loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 485,157 492,221
Legacy Sequoia | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Other investments 0 0
Cash and cash equivalents 0 0
Restricted cash 148 148
Accrued interest receivable 258 305
Other assets 659 638
Total Assets 261,940 287,026
Short-term debt 0 0
Accrued interest payable 124 141
Accrued expenses and other liabilities 0 0
Asset-backed securities issued 258,211 282,326
Total liabilities $ 258,335 $ 282,467
Number of VIEs | investment 20 20
Legacy Sequoia | Residential loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans $ 260,875 $ 285,935
Legacy Sequoia | Business purpose loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
Legacy Sequoia | Multifamily loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
Sequoia | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Other investments 0 0
Cash and cash equivalents 0 0
Restricted cash 0 0
Accrued interest receivable 7,559 6,802
Other assets 0 0
Total Assets 2,230,112 1,572,124
Short-term debt 0 0
Accrued interest payable 5,521 4,697
Accrued expenses and other liabilities 0 50
Asset-backed securities issued 1,990,548 1,347,357
Total liabilities $ 1,996,069 $ 1,352,104
Number of VIEs | investment 12 10
Sequoia | Residential loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans $ 2,222,553 $ 1,565,322
Sequoia | Business purpose loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
Sequoia | Multifamily loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
CAFL | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Other investments 0 0
Cash and cash equivalents 0 0
Restricted cash 0 0
Accrued interest receivable 13,102 13,055
Other assets 12,596 2,930
Total Assets 3,289,576 3,265,179
Short-term debt 0 0
Accrued interest payable 10,183 10,278
Accrued expenses and other liabilities 0 0
Asset-backed securities issued 3,007,596 3,013,093
Total liabilities $ 3,017,779 $ 3,023,371
Number of VIEs | investment 14 14
CAFL | Residential loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans $ 0 $ 0
CAFL | Business purpose loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 3,263,878 3,249,194
CAFL | Multifamily loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
Freddie Mac SLST | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Other investments 0 0
Cash and cash equivalents 0 0
Restricted cash 0 0
Accrued interest receivable 6,325 6,754
Other assets 1,636 646
Total Assets 2,106,585 2,228,553
Short-term debt 0 0
Accrued interest payable 4,490 4,846
Accrued expenses and other liabilities 0 0
Asset-backed securities issued 1,650,087 1,793,620
Total liabilities $ 1,654,577 $ 1,798,466
Number of VIEs | investment 3 2
Freddie Mac SLST | Residential loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans $ 2,098,624 $ 2,221,153
Freddie Mac SLST | Business purpose loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
Freddie Mac SLST | Multifamily loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
Freddie Mac K-Series | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Other investments 0 0
Cash and cash equivalents 0 0
Restricted cash 0 0
Accrued interest receivable 1,326 1,337
Other assets 0 0
Total Assets 486,483 493,558
Short-term debt 0 0
Accrued interest payable 1,200 1,177
Accrued expenses and other liabilities 0 0
Asset-backed securities issued 454,324 463,966
Total liabilities $ 455,524 $ 465,143
Number of VIEs | investment 1 1
Freddie Mac K-Series | Residential loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans $ 0 $ 0
Freddie Mac K-Series | Business purpose loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
Freddie Mac K-Series | Multifamily loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 485,157 492,221
Servicing Investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Other investments 202,369 251,773
Cash and cash equivalents 12,459 11,579
Restricted cash 19,028 23,220
Accrued interest receivable 1,606 2,334
Other assets 6,277 5,723
Total Assets 241,739 294,629
Short-term debt 163,629 208,375
Accrued interest payable 94 135
Accrued expenses and other liabilities 16,360 18,353
Asset-backed securities issued 0 0
Total liabilities $ 180,083 $ 226,863
Number of VIEs | investment 3 3
Servicing Investment | Residential loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans $ 0 $ 0
Servicing Investment | Business purpose loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans 0 0
Servicing Investment | Multifamily loans, held-for-investment | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Fair value of loans $ 0 $ 0
[1] Our consolidated balance sheets include assets of consolidated variable interest entities (“VIEs”) that can only be used to settle obligations of these VIEs and liabilities of consolidated VIEs for which creditors do not have recourse to Redwood Trust, Inc. or its affiliates. At June 30, 2021 and December 31, 2020, assets of consolidated VIEs totaled $8,616,435 and $8,141,069, respectively. At June 30, 2021 and December 31, 2020, liabilities of consolidated VIEs totaled $7,562,367 and $7,148,414, respectively. See Note 4 for further discussion.