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Long Term Debt - Schedule of Securitization Debt of Consolidated VIEs (Details) - USD ($)
$ in Thousands
9 Months Ended 12 Months Ended
Sep. 30, 2024
Dec. 31, 2023
Debt Instrument [Line Items]    
Unamortized debt issuance costs $ 2,854  
Net carrying value $ 242,295  
United Auto Credit 2021-1-D    
Debt Instrument [Line Items]    
Final Scheduled Payment Date   Jun. 10, 2026
Initial Principal   $ 29,380
Contractual Interest Rate   1.14%
Outstanding Principal   $ 3,246
Fair Value   $ 3,235
United Auto Credit 2021-1-E    
Debt Instrument [Line Items]    
Final Scheduled Payment Date   Jun. 10, 2026
Initial Principal   $ 20,800
Contractual Interest Rate   2.58%
Outstanding Principal   $ 20,800
Fair Value   $ 20,540
United Auto Credit 2021-1-F    
Debt Instrument [Line Items]    
Final Scheduled Payment Date   Sep. 10, 2027
Initial Principal   $ 13,910
Contractual Interest Rate   4.30%
Outstanding Principal   $ 13,910
Fair Value   $ 13,644
United Auto Credit 2022-2-B    
Debt Instrument [Line Items]    
Final Scheduled Payment Date   Dec. 10, 2025
Initial Principal   $ 30,324
Contractual Interest Rate   5.41%
Outstanding Principal   $ 28,786
Fair Value   $ 28,745
United Auto Credit 2022-2-C    
Debt Instrument [Line Items]    
Final Scheduled Payment Date May 10, 2027 May 10, 2027
Initial Principal $ 26,533 $ 26,533
Contractual Interest Rate 5.81% 5.81%
Outstanding Principal $ 14,774 $ 26,533
Fair Value $ 14,778 $ 26,331
United Auto Credit 2022-2-D    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Jan. 10, 2028 Jan. 10, 2028
Initial Principal $ 32,889 $ 32,889
Contractual Interest Rate 6.84% 6.84%
Outstanding Principal $ 32,889 $ 32,889
Fair Value $ 32,813 $ 32,642
United Auto Credit 2022-2-E    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Apr. 10, 2029 Apr. 10, 2029
Initial Principal $ 33,440 $ 33,440
Contractual Interest Rate 10.00% 10.00%
Outstanding Principal $ 28,440 $ 33,440
Fair Value $ 16,925 $ 29,691
United Auto Credit 2023-1-A    
Debt Instrument [Line Items]    
Final Scheduled Payment Date   Jul. 10, 2025
Initial Principal   $ 118,598
Contractual Interest Rate   5.57%
Outstanding Principal   $ 15,089
Fair Value   $ 15,083
United Auto Credit 2023-1-B    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Jul. 10, 2028 Jul. 10, 2028
Initial Principal $ 51,157 $ 51,157
Contractual Interest Rate 5.91% 5.91%
Outstanding Principal $ 9,604 $ 51,157
Fair Value $ 9,604 $ 51,019
United Auto Credit 2023-1-C    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Jul. 10, 2028 Jul. 10, 2028
Initial Principal $ 33,326 $ 33,326
Contractual Interest Rate 6.28% 6.28%
Outstanding Principal $ 33,326 $ 33,326
Fair Value $ 33,346 $ 33,199
United Auto Credit 2023-1-D    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Jul. 10, 2028 Jul. 10, 2028
Initial Principal $ 35,653 $ 35,653
Contractual Interest Rate 8.00% 8.00%
Outstanding Principal $ 35,653 $ 35,653
Fair Value $ 36,366 $ 36,152
United Auto Credit 2023-1-E    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Sep. 10, 2029 Sep. 10, 2029
Initial Principal $ 23,256 $ 23,256
Contractual Interest Rate 10.98% 10.98%
Outstanding Principal $ 23,256 $ 23,256
Fair Value $ 23,884 23,814
United Auto Credit 2024-1-A    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Aug. 10, 2026  
Initial Principal $ 132,340  
Contractual Interest Rate 6.17%  
Outstanding Principal $ 77,489  
United Auto Credit 2024-1-B    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Jun. 10, 2027  
Initial Principal $ 42,770  
Contractual Interest Rate 6.57%  
Outstanding Principal $ 42,770  
United Auto Credit 2024-1-C    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Oct. 10, 2029  
Initial Principal $ 35,190  
Contractual Interest Rate 7.06%  
Outstanding Principal $ 35,190  
United Auto Credit 2024-1-D    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Nov. 12, 2029  
Initial Principal $ 52,160  
Contractual Interest Rate 8.30%  
Outstanding Principal $ 52,160  
United Auto Credit 2024-1-E    
Debt Instrument [Line Items]    
Final Scheduled Payment Date Nov. 12, 2030  
Initial Principal $ 37,540  
Contractual Interest Rate 10.45%  
Outstanding Principal $ 37,540  
Total Rated Notes    
Debt Instrument [Line Items]    
Initial Principal   449,266
Outstanding Principal   318,085
Fair Value   $ 314,095
Total Rated Notes At Fair Value    
Debt Instrument [Line Items]    
Initial Principal 236,254  
Outstanding Principal 177,942  
Fair Value 167,716  
Total Rated Notes At Amortized Cost    
Debt Instrument [Line Items]    
Initial Principal 300,000  
Outstanding Principal $ 245,149