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Stock-Based Compensation (Tables)
12 Months Ended
Dec. 31, 2022
Share-Based Payment Arrangement [Abstract]  
Schedule of Stock Option Activity

A summary of the Company’s option activity during the year ended December 31, 2022 was as follows (in thousands, except share and per share amounts):

 

 

 

 

 

 

 

 

Weighted-

 

 

 

 

 

 

 

 

 

Weighted-

 

 

Average

 

 

 

 

 

 

 

 

 

Average

 

 

Remaining

 

 

Aggregate

 

 

 

Options

 

 

Exercise Price

 

 

Contractual

 

 

Intrinsic

 

 

 

Outstanding

 

 

per Share

 

 

Life (years)

 

 

Value

 

Outstanding at December 31, 2021

 

 

6,849,910

 

 

$

5.05

 

 

 

4.98

 

 

$

205,010

 

Options granted

 

 

 

 

 

 

 

 

 

 

 

 

Options exercised

 

 

(2,480,516

)

 

 

0.60

 

 

 

 

 

 

 

Options forfeited

 

 

(213,754

)

 

 

8.66

 

 

 

 

 

 

 

Outstanding at December 31, 2022

 

 

4,155,640

 

 

$

7.52

 

 

 

5.87

 

 

$

4,420

 

Exercisable at December 31, 2022

 

 

3,280,611

 

 

$

7.22

 

 

 

5.71

 

 

$

4,388

 

Schedule of Stock Option Grant Using Black-Scholes Option Pricing Model With Assumptions

The fair value of options granted during the years ended December 31, 2021 and 2020 was estimated using the Black-Scholes option-pricing model with the following weighted-average assumptions:

 

 

Year Ended December 31,

 

 

 

2021

 

 

2020

 

 

 

 

 

 

 

 

Dividend yield

 

 

0.0

%

 

 

0.0

%

Risk-free interest rate

 

0.3 % - 0.8%

 

 

0.3 % - 0.4%

 

Expected term (in years)

 

 

5

 

 

 

5

 

Expected volatility

 

 

38.0

%

 

 

50.0

%

Summary of RSU Activity A summary of the Company’s RSU activity during the year ended December 31, 2022 was as follows:

 

 

 

 

 

Weighted-

 

 

 

 

 

 

 

Average

 

 

 

 

Number of

 

 

Grant Date

 

 

 

 

RSU's Outstanding

 

 

Fair Value

 

 

Awarded and unvested at December 31, 2021

 

 

513,547

 

 

$

25.93

 

 

Awards granted

 

 

1,163,428

 

 

 

15.28

 

 

Awards vested

 

 

(121,496

)

 

 

25.97

 

 

Awards forfeited

 

 

(193,059

)

 

 

17.48

 

 

Awarded and unvested at December 31, 2022

 

 

1,362,420

 

 

$

18.03

 

 

Summary of Stock Based Compensation Expense

Stock-based compensation expense included in the consolidated statements of operations was as follows (in

thousands):

 

 

Year Ended December 31,

 

 

 

2022

 

 

2021

 

 

2020

 

Cost of revenue

 

$

 

 

$

 

 

$

 

Operating expenses

 

 

 

 

 

 

 

 

 

Research and development

 

 

1,647

 

 

 

517

 

 

 

27

 

Sales and marketing

 

 

1,736

 

 

 

280

 

 

 

34

 

General and administrative

 

 

3,353

 

 

 

2,339

 

 

 

1,933

 

Total stock-based compensation

 

$

6,736

 

 

$

3,136

 

 

$

1,994