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LOANS - Summary of Comprehensive Income (Loss) (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]                      
Interest income $ 454,156 $ 152,394 $ 177,381 $ 218,491 $ 272,900 $ 315,623 $ 334,114 $ 512,066 $ 1,002,422 $ 1,434,703 $ 1,484,772
Net gains (losses) on disposal of investments                 (47,944) (1,123,969) (3,938)
Net income (loss) attributable to Annaly                 (2,162,865) 54,408 $ 1,569,604
Residential Mortgage Loans                      
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]                      
Interest income                 150,066 83,259  
Net gains (losses) on disposal of investments                 (18,619) (12,934)  
Net unrealized gains (losses) on instruments measured at fair value through earnings                 51,290 1,102  
Net income (loss) attributable to Annaly                 $ 182,737 $ 71,427