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Income Taxes - Summary of Effective Income Tax Rate Reconciliation (Details)
12 Months Ended
Jan. 31, 2023
Jan. 31, 2022
Jan. 31, 2021
Income Tax Disclosure [Abstract]      
U.S. federal tax benefit at statutory rate 21.00% 21.00% 21.00%
State income taxes, net of federal benefit 4.50% 8.20% 6.90%
Foreign earnings taxed at different rate 0.50% 0.60% 0.60%
Stock-based compensation (4.20%) 13.10% 8.00%
Non-deductible expenses and other 1.20% (0.70%) (0.20%)
Research and development credits 4.60% 2.90% 1.90%
Change in valuation allowance, net (28.00%) (45.40%) (38.50%)
Effective tax rate (0.40%) (0.30%) (0.30%)