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Equity Plans and Stock-based Compensation (Tables)
9 Months Ended
Oct. 31, 2022
Share-Based Payment Arrangement [Abstract]  
Schedule of Stock-based Compensation Expense
The following sets forth the total stock-based compensation expense for employee equity plans included in the Company’s condensed consolidated statements of operations:

Three Months Ended
October 31,
Nine Months Ended
October 31,
2022202120222021
(in thousands)
Cost of revenue$1,145 $885 $3,271 $3,073 
Research and development10,200 5,840 27,598 20,198 
Sales and marketing4,962 2,251 12,793 7,018 
General and administrative9,391 7,046 23,982 21,604 
Total stock-based compensation expense$25,698 $16,022 $67,644 $51,893 
The following sets forth the total stock-based compensation expense by award type:
Three Months Ended
October 31,
Nine Months Ended
October 31,
2022202120222021
(in thousands)
Stock Options$4,145 $4,411 $12,491 $16,429 
RSUs17,074 11,290 45,287 35,143 
PRSUs2,696 — 4,649 — 
ESPP1,783 321 5,217 321 
Total stock-based compensation expense$25,698 $16,022 $67,644 $51,893 
The following sets forth the unrecognized stock-based compensation expense and the weighted average period they are expected to be recognized:
October 31, 2022
Unrecognized Stock-Based Compensation ExpenseWeighted-Average Period
(in thousands, except period in years)
Stock Options$19,882 1.13
RSUs158,662 3.32
PRSUs19,498 2.67
ESPP8,896 1.86
Total unrecognized stock-based compensation expense$206,938 
Share-based Payment Arrangement, Restricted Stock and Restricted Stock Unit, Activity
A summary of RSUs outstanding under the 2021 EIP as of October 31, 2022 and changes during the period then ended is presented in the following table:
 Number of SharesWeighted Average Grant Date Fair Value per Share
Outstanding as of January 31, 20224,033,418 $26.27 
RSU granted11,860,870 $12.82 
RSU vested(2,152,624)$19.80 
RSU forfeited(711,405)$18.02 
Outstanding as of October 31, 202213,030,259 $15.55 
A summary of PRSUs outstanding under the 2021 EIP as of October 31, 2022 and changes during the fiscal year-to-date period then ended is presented in the following table:
 Number of SharesWeighted Average Grant Date Fair Value per Share
Outstanding as of January 31, 2022— $— 
PRSUs granted2,266,754 $10.81 
Outstanding as of October 31, 20222,266,754 $10.81 
Schedule of Share-Based Payment Award, Equity Instruments Other Than Options, Valuation Assumptions
The Company records stock-based compensation based on the fair value of the PRSUs on grant date using the Monte-Carlo valuation. The weighted-average assumptions in the Monte-Carlo valuation used to determine the fair value of the PRSUs granted were as follows:
June 1, 2022September 1, 2022
Expected volatility74.02 %72.09 %
Risk-free interest rate2.78 %3.26 %
Dividend rate— %— %
Expected term (in years)
0.71 - 1.73
0.34 - 4.75
Share-based Payment Arrangement, Option, Activity
A summary of options outstanding under the 2017 Plan and 2007 Plan as of October 31, 2022 and changes during the fiscal year-to-date period then ended is presented in the following table:
 Number of Stock Option AwardsWeighted Average Exercise PriceWeighted Average Remaining Contractual term (in years)Aggregate Intrinsic Value (in thousands)
Outstanding as of January 31, 202222,200,869 $0.68 6.6$292,362 
Options exercised(3,061,363)$0.59 
Options cancelled(353,790)$0.76 
Outstanding as of October 31, 202218,785,716 $0.69 6.0$249,585 
Options vested and expected to vest as of October 31, 202218,743,799 $0.69 6.0$249,031 
Exercisable as of October 31, 202214,877,966 $0.68 5.7$197,925