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Income Taxes - Reconciliation of Effective Income Tax Rate (Details)
12 Months Ended
Jan. 31, 2022
Jan. 31, 2021
Jan. 31, 2020
Income Tax Disclosure [Abstract]      
Tax at federal statutory rate 21.00% 21.00% 21.00%
State income taxes, net of federal benefit 3.90% 4.10% 4.00%
Change in valuation allowance (36.10%) (101.00%) (100.10%)
Stock-based compensation 8.40% 70.20% 59.80%
Research and development credits 3.60% 6.40% 18.00%
Other, net (0.60%) (0.80%) (2.00%)
Effective tax rate 0.20% (0.10%) 0.70%