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Stock-Based Awards (Tables)
9 Months Ended
Sep. 30, 2022
Share-Based Payment Arrangement [Abstract]  
Summary of Stock Options Activity

The following table summarizes stock option activity for the nine months ended September 30, 2022 (in thousands):

 

 

Number of
Underlying Shares

 

Outstanding at December 31, 2021

 

 

2,288

 

Granted

 

 

 

Exercised

 

 

(426

)

Forfeited or expired

 

 

(18

)

Outstanding at September 30, 2022

 

 

1,844

 

Vested and exercisable at September 30, 2022

 

 

1,517

 

Summary of Restricted Stock Units

The following table summarizes activity for RSUs, PSUs and MSUs for the nine months ended September 30, 2022 (in thousands):

 

 

 

Number of Underlying Shares

 

 

 

 

RSUs

 

 

MSUs

 

 

PSUs

 

Outstanding at December 31, 2021

 

 

 

1,165

 

 

 

84

 

 

 

268

 

Granted

 

 

 

701

 

 

 

57

 

 

 

75

 

Vested

 

 

 

(380

)

 

 

 

 

 

(269

)

Forfeited

 

 

 

(96

)

 

 

(25

)

 

 

(2

)

Outstanding at September 30, 2022

 

 

 

1,390

 

 

 

116

 

 

 

72

 

Summary of Stock-Based Compensation Expense

The following table presents stock-based compensation expense included in our condensed consolidated statements of operations for the periods presented (in thousands):

 

Three Months Ended September 30,

 

 

Nine Months Ended September 30,

 

 

2022

 

 

2021

 

 

2022

 

 

2021

 

Cost of revenue

$

509

 

 

$

506

 

 

$

1,407

 

 

$

1,266

 

Research and development expense

 

4,368

 

 

 

4,610

 

 

 

13,479

 

 

 

12,288

 

Sales and marketing expense

 

1,853

 

 

 

2,617

 

 

 

7,247

 

 

 

6,739

 

General and administrative expense

 

3,327

 

 

 

3,187

 

 

 

10,097

 

 

 

8,658

 

Total stock-based compensation expense

$

10,057

 

 

$

10,920

 

 

$

32,230

 

 

$

28,951