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Stockholders' Equity (Deficit) - Additional Information (Detail)
$ / shares in Units, $ in Thousands
 1 Months Ended 3 Months Ended 12 Months Ended
Dec. 14, 2020
$ / shares
shares
Dec. 07, 2020
USD ($)
shares
Aug. 11, 2020
shares
Jul. 15, 2020
shares
Jul. 10, 2020
shares
Jul. 01, 2020
$ / shares
shares
Jun. 10, 2020
$ / shares
shares
Dec. 31, 2020
USD ($)
$ / shares
shares
Dec. 31, 2020
USD ($)
$ / shares
shares
Dec. 31, 2020
USD ($)
segment
d
$ / shares
shares
Dec. 31, 2019
USD ($)
$ / shares
shares
Dec. 31, 2018
USD ($)
shares
Jun. 11, 2020
$ / shares
shares
Dec. 31, 2017
shares
Class of Stock [Line Items]                            
Common stock, par value (in dollars per share) | $ / shares               $ 0.01 $ 0.01 $ 0.01 $ 0.01   $ 0.01  
Common stock, shares authorized (in shares)               550,000,000 550,000,000 550,000,000     550,000,000  
Preferred stock, shares authorized (in shares)               10,000,000 10,000,000 10,000,000 10,000,000   10,000,000  
Common stock, shares outstanding (in shares)             91,849,909 126,803,096 126,803,096 126,803,096 37,631,052   91,849,909  
Preferred stock, par value (in dollars per share) | $ / shares               $ 0.01 $ 0.01 $ 0.01 $ 0.01   $ 0.01  
Class of warrant or right, outstanding (in shares)                         9,166,659  
Shares repurchased (in shares)   1,395,089                        
Stock repurchased during period | $   $ 37,500               $ 37,500        
Treasury stock, shares, acquired (in shares)               1,395,089            
Preferred stock, convertible, unit conversion threshold, percentage                   80.00%        
Class of warrant or right, exercised (in shares)               9,160,776 9,160,776 9,160,776        
Proceeds from stock warrant exercises | $                   $ 105,349 $ 0 $ 0    
Secondary Public Offering                            
Class of Stock [Line Items]                            
Number of shares issued in transaction (in shares) 9,500,000                          
Sale of stock, price per share (in dollars per share) | $ / shares $ 28.00                          
Over-Allotment Option                            
Class of Stock [Line Items]                            
Number of shares issued in transaction (in shares) 1,425,000                          
Sale of stock, option to purchase additional shares, period 30 days                          
Other institutional investors                            
Class of Stock [Line Items]                            
Common stock, shares outstanding (in shares)             11,500,000              
Nebula Holdings LLC                            
Class of Stock [Line Items]                            
Business combination, number of shares issued (in shares)             51,909,655              
Number of shares issued in transaction (in shares)         7,500,000                  
Nebula Holdings LLC | Earnout Consideration                            
Class of Stock [Line Items]                            
Business combination, number of shares issued (in shares)             22,500,000              
Number of shares issued in transaction (in shares)     7,500,000 625,000 625,000   625,000              
Nebula Holdings LLC | Earnout Consideration | Maximum                            
Class of Stock [Line Items]                            
Business combination, number of shares issued (in shares)           23,750,000                
Common Stock                            
Class of Stock [Line Items]                            
Class of warrant or right, number of securities called by warrants or rights (in shares)           9,166,659                
Shares repurchased (in shares)                   1,395,089        
Stock warrant exercise (in shares)                   9,160,776        
Share price (in dollars per share) | $ / shares               $ 18.00 $ 18.00 $ 18.00        
Common Stock | Lock-Up Shares Contingent Consideration                            
Class of Stock [Line Items]                            
Stock issued during period, acquisitions (in shares)             3,437,500     3,437,500        
Common Stock | Nebula Holdings LLC                            
Class of Stock [Line Items]                            
Number of shares registered for issuance (in shares)           52,916,659                
Public Warrants                            
Class of Stock [Line Items]                            
Class of warrant or right, outstanding (in shares)               9,166,659 9,166,659 9,166,659        
Class of warrant or right exercise price (in dollars per share) | $ / shares           $ 11.50   $ 11.50 $ 11.50 $ 11.50        
Stock warrant exercise (in shares)                 32,910,776          
Class of warrant or right threshold trading days for exercise                   30 days        
Class of warrant or right, redemption price (in dollars per share) | $ / shares               $ 0.01 $ 0.01 $ 0.01        
Class of warrant or right, minimum notice period for redemption                   30 days        
Class of warrant or right, redemption, threshold trading days | segment                   30        
Public Warrants | Minimum                            
Class of Stock [Line Items]                            
Class of warrant or right, redemption, threshold consecutive trading days | d                   20        
PIPE Shares                            
Class of Stock [Line Items]                            
Common stock, shares outstanding (in shares)             20,000,000              
PIPE Shares | Nebula                            
Class of Stock [Line Items]                            
Shares issued, price per share (in dollars per share) | $ / shares             $ 10.00              
Commitment to issue shares (in shares)             20,000,000              
PIPE Shares | Nebula | Nebula Holdings LLC                            
Class of Stock [Line Items]                            
Common stock, shares outstanding (in shares)             8,500,000              
Series A and B Preferred Units | Open Lending, LLC                            
Class of Stock [Line Items]                            
Preferred stock, shares outstanding (in shares)                     29,058,266      
Series C Redeemable Convertible Preferred Stock                            
Class of Stock [Line Items]                            
Redeemable convertible preferred stock, shares outstanding (in shares)               0 0 0 14,278,603 14,278,603   21,906,852
Temporary equity, dividend rate, percentage                   2.50%        
Temporary equity, preferred return distributions | $               $ 100,000 $ 100,000 $ 100,000        
Proceeds from issuance initial public offering threshold | $                   $ 75,000        
Preferred stock, convertible, conversion price threshold (in dollars per share) | $ / shares                   $ 4.56        
Preferred stock, liquidation preference per share (in dollars per share) | $ / shares                     $ 1.8259      
Series C Redeemable Convertible Preferred Stock | Open Lending, LLC                            
Class of Stock [Line Items]                            
Redeemable convertible preferred stock, shares outstanding (in shares)                     21,906,852      
Temporary equity, aggregate amount of redemption requirement | $                     $ 304,900 $ 141,500    
Series B Non-Redeemable Convertible Preferred Stock                            
Class of Stock [Line Items]                            
Preferred stock, liquidation preference per share (in dollars per share) | $ / shares                     $ 0.50      
Series A Non-Redeemable Convertible Preferred Stock                            
Class of Stock [Line Items]                            
Preferred stock, liquidation preference per share (in dollars per share) | $ / shares                     $ 0.50