The following table summarizes the restructuring charges (benefits) in our consolidated statements of operations for the year ended December 31, 2022:


	Severance and Related Charges (1)		Stock-Based Compensation Expense (Benefit)		Lease Exit and Related Charges (2)		Other (3)		Total

	(in thousands)
Cost of revenue	$	2,291	$	709	$	—	$	17,585	$	20,585
Research and development	46,994		29,188		—		2,733		78,915
Sales and marketing	30,565		(504)		—		730		30,791
General and administrative	17,211		5,111		31,227		5,109		58,658
Total	$	97,061	$	34,504	$	31,227	$	26,157	$	188,949

(1)Severance and related charges include cash severance expense and other termination benefits. The majority of cash paid for restructuring in 2022 was related to severance and benefits.

(2)Lease exit and related charges are non-cash and presented in other cash flows from operating activities in our consolidated statements of cash flows.

(3)Other includes impairment charges, contract termination charges, and intangible asset amortization.