{"slug":"rybbit","name":"Rybbit","domain":null,"verdict":"As of 2026-08-10, ChatGPT, Claude, Gemini, Grok collectively rank Rybbit #6 of 8 for open-source product analytics for self-hosting. Source: https://modelsagree.com/product/rybbit (modelsagree.com, CC BY 4.0).","best_rank":6,"categories":1,"entries":[{"slug":"best-open-source-product-analytics-for-self-hosting","title":"Best open-source product analytics for self-hosting","rank":6,"of":8,"score":3,"appearances":1,"modelRanks":{"ChatGPT":3},"reason":"Excellent modern web-product stack with easy deployment, ClickHouse performance, funnels, retention, journeys, identified-user profiles, replay, error tracking, Web Vitals, raw SQL, and strong privacy defaults","reasons":[{"model":"ChatGPT","reason":"Excellent modern web-product stack with easy deployment, ClickHouse performance, funnels, retention, journeys, identified-user profiles, replay, error tracking, Web Vitals, raw SQL, and strong privacy defaults"}],"fixes":[{"model":"ChatGPT","fix":"Its younger ecosystem and mainly web/Node-oriented instrumentation make it less suitable than OpenPanel or PostHog for mature native-mobile and polyglot products"}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[7,null]},"api":"https://modelsagree.com/api/v1/best/best-open-source-product-analytics-for-self-hosting.json"}],"page":"https://modelsagree.com/product/rybbit","check":"https://modelsagree.com/check?q=Rybbit","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}