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Stock-based Compensation
3 Months Ended
Mar. 31, 2023
Share-Based Payment Arrangement [Abstract]  
Stock-based Compensation Stock-based Compensation
Total compensation expense by award type and line item in our interim consolidated financial statements was as follows (in thousands):
For the Three Months Ended March 31,
  20232022
Award Type
Stock options$60 $162 
RSUs7,489 3,301 
LSUs284 775 
PSUs2,877 1,108 
Total compensation expense by award type$10,710 $5,346 
Line Item
Cost of revenue$1,540 $800 
Selling, general and administrative expenses9,170 4,546 
Total compensation expense by financial statement line item$10,710 $5,346 
No stock-based compensation was capitalized as software development costs during the three months ended March 31, 2023 and 2022, respectively.

Stock-based awards were granted as follows (in thousands):
For the Three Months Ended March 31,
20232022
RSUs996 917 
PSUs424 479