Activation Rate for DevTools at Series B
2026 data · Sample size: 181 · Source: Lenny Rachitsky Newsletter Benchmarks
About This Metric
Percentage of new users who complete key actions that predict long-term retention and value.
Higher is better · Unit: percentage
How to Improve
Ehsan's Analysis
DevTools activation has the shortest acceptable window of any software category: developers who do not see value within 15 minutes will not come back. The benchmark for developer tool activation is "time to first successful output" — running a query, deploying a service, generating a report. Supabase targets 2 minutes from signup to running PostgreSQL query. Railway targets 3 minutes from signup to deployed application. Vercel targets 30 seconds from git push to live URL. These are not aspirational goals — they are table-stakes requirements because developers evaluate tools competitively. If Vercel takes 30 seconds and your platform takes 10 minutes, you lose 80% of evaluators before they see your differentiating features. The activation rate formula for DevTools: (users who complete first meaningful action within 15 minutes) ÷ (total signups). Top quartile is 45%+. If yours is below 25%, fix your onboarding before investing in any acquisition channel.
Ehsan Jahandarpour
AI Growth Strategist & Fractional CMO
Forbes Top 20 Growth Hacker · TEDx Speaker · 716 Academic Citations · Ex-Microsoft · CMO at FirstWave (ASX:FCT) · Forbes Communications Council