ModelsAgree

Head-to-head

Countly vs PostHog

PostHog leads: the AI models rank it above its rival on 1 of the 1 leaderboard they share. Based on how ChatGPT, Claude, Gemini & Grok rank both across the leaderboard they share — re-polled on demand, reasoning shown verbatim.

Countly0 wins
PostHog1 win
LeaderboardCountlyPostHog
Best open-source product analytics for self-hosting#2 / 8#1 / 8

Why the models rank Countly — on best open-source product analytics for self-hosting

The most turnkey self-hosted product analytics after PostHog, with a mature Community Edition, strong mobile/SDK instrumentation, crash reporting, funnels, retention, and user profiles — a good fit for app-centric teams that want product metrics without building a warehouse pipeline.

Why the models rank PostHog — on best open-source product analytics for self-hosting

The clear category leader for self-hosted product analytics — a genuinely integrated suite (funnels, retention, cohorts, paths, feature flags, experiments, session replay, and a SQL layer over ClickHouse) that matches Amplitude/Mixpanel feature-for-feature while remaining MIT/open-source; strong SDK coverage and autocapture lower instrumentation cost for small teams.

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Ranks from the merged 4-model leaderboards · re-polled on demand · methodology