Product Benchmarks Report (2024)
Mixpanel · 2024
Methodology
Cohort-based analysis of 8,000 SaaS products using Mixpanel's analytics platform, covering 16 million+ daily active users. Computes activation rates, trial-to-paid conversion (separately for opt-in vs opt-out trials), 7-day and 30-day return rates, and monthly churn by product category. Uses median + quartile distribution rather than mean to reduce skew from enterprise outliers.
Coverage
SaaS and digital product metrics: trial-to-paid conversion (opt-in vs opt-out segments), D7/D30 return rate, monthly active user retention, churn rates by plan tier, activation rate by onboarding approach. Strongest on B2C and SMB SaaS; enterprise SaaS has smaller sample. Not applicable to ecommerce, lead-gen, or media.
Primary source for
Metrics where this study is the canonical citation: