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Equity Awards and Instruments (Tables)
6 Months Ended
Jun. 30, 2022
Share-Based Payment Arrangement [Abstract]  
Schedule of Stock-based Compensation Expense
Total stock‑based compensation expense consists of the following:
Three Months EndedSix Months Ended
June 30,June 30,
2022202120222021
Bonus Plan expense (see Note 11)$5,978 $5,471 $14,139 $11,595 
Restricted stock and restricted stock units (“RSUs”) expense (1)
9,197 4,961 14,562 6,458 
ESPP expense (see Note 13)1,149 428 1,829 877 
Stock option expense611 723 1,367 1,721 
Stock grants expense450 450 450 450 
DCP elective participant deferrals expense (2) (see Note 12)
84 — 221 — 
Total stock-based compensation expense (3)
$17,469 $12,033 $32,568 $21,101 
(1)Includes acquisition‑related shares (see Note 4).
(2)DCP elective participant deferrals expense excludes deferred incentive bonus payable pursuant to the Bonus Plan.
(3)As of June 30, 2022 and December 31, 2021, $6,163 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 EndedSix Months Ended
June 30,June 30,
2022202120222021
Cost of subscriptions and licenses$785 $410 $1,170 $499 
Cost of services564 207 947 450 
Research and development5,544 4,887 10,939 8,842 
Selling and marketing2,189 1,515 3,643 2,303 
General and administrative8,387 5,014 15,869 9,007 
Total stock-based compensation expense$17,469 $12,033 $32,568 $21,101 
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(2,409,648)4.71 
Forfeited and expired(91,125)5.64 
Outstanding, June 30, 20224,417,152 $5.56 1.4$122,552 
Exercisable, June 30, 20223,453,277 $5.50 1.3$95,988 
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 
Granted1,431,550 
(1)
1,074,604 
(3)
356,946 
(5)
39.2738.26
Vested(214,382)(123,212)(91,170)
(4)
49.78 49.93 
Forfeited and canceled(89,997)(84,484)(5,513)33.48 49.93 
Unvested, June 30, 20222,835,716 
(2)
2,478,770 356,946 34.74 38.26 
(1)For the six months ended June 30, 2022, the Company only granted RSUs.
(2)Includes 63,422 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)Primarily 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.