Sean's evaluation methodology: analysis of r/SaaS and r/startups threads covering 2,100+ comments on analytics tool selection and abandonment, published pricing as of June 2026. Rankings weight time-to-first-actionable-insight — the day you first change a product decision because of data. Tools that generate dashboards nobody checks score lower.
Updated June 2026 · 9 tools ranked
PostHog's free tier is the default answer — 1 million events/month, session recordings, and feature flags at no cost. If you're a B2B SaaS, add June's free tier alongside it for company-level metrics. Avoid Google Analytics 4 as your primary product analytics tool — it's built for content and marketing, not product behavior.
Both track user behavior and funnels. Mixpanel is stronger on ad-hoc queries — analysts who want to slice data in novel ways prefer it. Amplitude is stronger on automated insights — Compass surfaces retention correlations without analyst input. For a founding team without a dedicated data analyst, Amplitude's automated surfaces provide more out-of-the-box value.
Yes, for different reasons. Mixpanel tracks what users do inside your product. Google Analytics tracks how they find you — organic search keywords, ad campaign performance, and referral sources. They're complementary, not competing. Run both: GA4 (free) for acquisition, Mixpanel (free tier) for product behavior.
Sean's current stack with costs and ROI notes. Free.