ModelsAgree

Head-to-head

Countly vs OpenPanel

Countly 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.

Countly1 win
OpenPanel0 wins
LeaderboardCountlyOpenPanel
Best open-source product analytics for self-hosting#2 / 8#3 / 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 OpenPanel — on best open-source product analytics for self-hosting

Best self-hosting balance: full AGPL product, straightforward Docker deployment, ClickHouse scale, funnels, retention, profiles, revenue, dashboards, A/B testing, and broad web, mobile, and server SDKs without artificial self-hosted feature limits

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