Consolidated Statements of Operations (Parenthetical) - USD ($) $ in Thousands	12 Months Ended
	Dec. 31, 2022	Dec. 31, 2021	Dec. 31, 2020
Total equity-based compensation expense	$ 65,691	$ 36,695	$ 24,602
Cost of revenue
Total equity-based compensation expense	9,043	4,786	1,669
Research and development
Total equity-based compensation expense	17,950	10,409	4,208
Sales and marketing
Total equity-based compensation expense	12,711	7,059	3,911
General and administrative
Total equity-based compensation expense	$ 25,987	$ 14,441	$ 14,814