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Leases
3 Months Ended
Mar. 31, 2023
Leases [Abstract]  
Leases Leases
Our leases primarily relate to office facilities that have remaining terms of up to 9.3 years, some of which include one or more options to renew with renewal terms of up to 5 years and some of which include options to terminate the leases within 1 year. All of our leases are classified as operating leases.
The components of lease expense were as follows:
Three Months Ended March 31,
20232022
 (in thousands)
Operating lease cost$4,381 $5,013 
Short-term lease costs324 391 
Variable lease costs2,289 2,385 
Total lease costs$6,994 $7,789 
Supplemental balance sheet information related to the operating leases was as follows:
As of March 31, 2023As of December 31, 2022
Weighted average remaining lease term (in years) - operating leases6.46.6
Weighted average discount rate - operating leases6.2 %6.2 %
Supplemental cash flow information related to leases was as follows:
Three Months Ended March 31,
20232022
 (in thousands)
Cash paid for amounts included in the measurement of lease liabilities$6,689 $4,659 
ROU assets obtained in exchange for new lease obligations$1,151 $8,864 
Maturities of operating lease liabilities as of March 31, 2023 were as follows (in thousands):
2023 (for the remaining nine months)$13,309 
202419,067 
202518,159 
202616,782 
202715,952 
2028 and thereafter34,955 
Total lease payments$118,224 
Less: imputed interest(21,257)
Total$96,967