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Equity Awards and Instruments (Tables)
3 Months Ended
Mar. 31, 2022
Share-based Payment Arrangement [Abstract]  
Schedule of Stock-based Compensation Expense
Total stock‑based compensation expense was as follows:
Three Months Ended
March 31,
20222021
Bonus Plan expense (see Note 11)$8,161 $6,124 
Restricted stock and restricted stock units (“RSUs”) expense (1)
5,365 1,497 
Stock option expense756 998 
ESPP expense (see Note 13)680 449 
DCP elective participant deferrals expense (2) (see Note 12)
137 — 
Total stock-based compensation expense (3)
$15,099 $9,068 
(1)Includes acquisition‑related shares for the three months ended March 31, 2022 (see Note 4).
(2)DCP elective participant deferrals expense excludes deferred incentive bonus payable pursuant to the Bonus Plan.
(3)As of March 31, 2022 and December 31, 2021, $8,658 and $6,749 remained in Accruals and other current liabilities in the consolidated balance sheets, respectively.
Total stock‑based compensation expense is included in the consolidated statements of operations as follows:
Three Months Ended
March 31,
20222021
Cost of subscriptions and licenses$385 $89 
Cost of services383 243 
Research and development5,395 3,955 
Selling and marketing1,454 788 
General and administrative7,482 3,993 
Total stock-based compensation expense$15,099 $9,068 
Schedule of Options
The following is a summary of stock option activity and related information under the Company’s applicable equity incentive plans:
Weighted
WeightedAverage
AverageRemainingAggregate
StockExercise PriceContractualIntrinsic
OptionsPer ShareLife (in years)Value
Outstanding, December 31, 20216,917,925 $5.26 
Exercised(1,715,908)4.42 
Forfeited(25,125)5.56 
Outstanding, March 31, 20225,176,892 $5.54 1.6$200,026 
Exercisable, March 31, 20223,144,392 $5.55 1.6$121,455 
Schedule of Restricted Stock and Restricted Stock Unit Activity
The following is a summary of unvested restricted stock and RSU activity and related information under the Company’s applicable equity incentive plans:
Time-Performance-
BasedBased
Time-Performance-WeightedWeighted
TotalBasedBasedAverageAverage
RestrictedRestrictedRestrictedGrant DateGrant Date
StockStockStockFair ValueFair Value
and RSUsand RSUsand RSUsPer SharePer Share
Unvested, December 31, 20211,708,545 1,611,862 96,683 
(4)
$32.81 $49.93 
Granted1,377,889 
(1)
1,072,104 
(3)
305,785 
(5)
39.2639.26
Vested(95,877)(4,707)(91,170)
(4)
44.20 49.93 
Forfeited(20,044)(14,531)(5,513)39.27 49.93 
Unvested, March 31, 20222,970,513 
(2)
2,664,728 305,785 $35.35 $39.26 
(1)For the three months ended March 31, 2022, the Company only granted RSUs.
(2)Includes 67,957 RSUs which are expected to be settled in cash.
(3)Includes 199,076 time‑based RSUs granted during the three months ended March 31, 2022 to certain officers and key employees, which cliff vest on January 31, 2025.
(4)Relates to the 2021 annual performance period. Total stock‑based compensation expense associated with these awards was fully recognized as of December 31, 2021.
(5)Relates to the 2022 annual performance period, except for 185,186 performance‑based RSUs granted during the three months ended March 31, 2022 with extraordinary terms, which are described below.