{"slug":"umami","name":"Umami","domain":"umami.is","verdict":"As of 2026-07-10, ChatGPT, Claude, Gemini, Grok collectively rank Umami #5 of 8 for privacy-first web analytics (one of 3 leaderboards it appears on). Source: https://modelsagree.com/product/umami (modelsagree.com, CC BY 4.0).","best_rank":5,"categories":3,"brief":{"category":"best-privacy-first-analytics","title":"Best privacy-first web analytics","rank":5,"of":8,"top":"Plausible","day":"2026-07-19","why":[{"t":"open-source, self-hosted option","m":["Claude","Gemini"],"q":"open-source, self-hosted option"},{"t":"genuinely lightweight","m":["Claude","Gemini"],"q":"genuinely lightweight"},{"t":"modern clean UI","m":["Claude","Gemini"],"q":"modern clean UI"},{"t":"developer-friendly deployment","m":["Claude","Gemini"],"q":"easy one-container deployment"}],"gap":[{"t":"cookieless and GDPR-compliant by default","m":["Claude","Gemini","Grok"],"q":"cookieless and GDPR-compliant by default"},{"t":"no consent banner needed","m":["Claude","Gemini","Grok"],"q":"no consent banner needed"},{"t":"funnels and ecommerce revenue attribution","m":["ChatGPT"],"q":"funnels, ecommerce revenue attribution"}],"fix":[{"t":"more robust managed cloud offering","m":["Claude","Gemini"],"q":"more robust and feature-rich managed cloud offering"},{"t":"enterprise features","m":["Claude"],"q":"enterprise features (SLAs, advanced reporting, team management)"},{"t":"credible beyond hobbyists and startups","m":["Claude","Gemini"],"q":"credible choice beyond hobbyists and startups"}]},"entries":[{"slug":"best-privacy-first-analytics","title":"Best privacy-first web analytics","rank":5,"of":8,"score":4,"appearances":2,"modelRanks":{"Claude":4,"Gemini":4},"reason":"The best free self-hosted option — MIT-licensed, genuinely lightweight, modern clean UI, easy one-container deployment (works on free tiers like Vercel + Postgres), plus an affordable cloud offering, making privacy analytics accessible at zero cost","reasons":[{"model":"Claude","reason":"The best free self-hosted option — MIT-licensed, genuinely lightweight, modern clean UI, easy one-container deployment (works on free tiers like Vercel + Postgres), plus an affordable cloud offering, making privacy analytics accessible at zero cost"},{"model":"Gemini","reason":"It is a highly efficient, open-source, self-hosted option with a modern UI that is developer-friendly and lightweight."}],"fixes":[{"model":"Claude","fix":"Mature the cloud product and enterprise features (SLAs, advanced reporting, team management) so it's a credible choice beyond hobbyists and startups."},{"model":"Gemini","fix":"Provide a more robust and feature-rich managed cloud offering for non-technical teams."}],"updated":"2026-07-10","rank_history":{"days":["2026-07-07","2026-07-08","2026-07-09","2026-07-10"],"ranks":[4,4,null,null]},"reasoning_shift":[{"model":"Gemini","from":"2026-07-07","to":"2026-07-08","added":[{"t":"developer-friendly","q":"developer-friendly"},{"t":"managed cloud for non-technical teams","q":"Provide a more robust and feature-rich managed cloud offering for non-technical teams."}],"dropped":[{"t":"multiple websites and users","q":"out-of-the-box support for multiple websites and users"},{"t":"e-commerce and CMS integration plugins","q":"Build native e-commerce and CMS integration plugins to automate purchase funnel tracking without custom code."}]},{"model":"Claude","from":"2026-07-07","to":"2026-07-08","added":[{"t":"team management","q":"team management"}],"dropped":[{"t":"huge developer adoption","q":"huge developer adoption"}]}],"api":"https://modelsagree.com/api/v1/best/best-privacy-first-analytics.json"},{"slug":"best-open-source-product-analytics-for-self-hosting","title":"Best open-source product analytics for self-hosting","rank":8,"of":8,"score":2,"appearances":2,"modelRanks":{"ChatGPT":5,"Gemini":5},"reason":"Lightweight, polished, privacy-friendly self-hosting with PostgreSQL, custom events, funnels, journeys, cohorts, revenue reporting, dashboards, and now session replay; a near-tie with Countly for small web products and much easier to operate","reasons":[{"model":"ChatGPT","reason":"Lightweight, polished, privacy-friendly self-hosting with PostgreSQL, custom events, funnels, journeys, cohorts, revenue reporting, dashboards, and now session replay; a near-tie with Countly for small web products and much easier to operate"},{"model":"Gemini","reason":"Ultra-lightweight, privacy-focused analytics engine that deploys easily on standard relational databases with minimal maintenance overhead. Assumes simple event tracking is sufficient."}],"fixes":[{"model":"ChatGPT","fix":"Still closer to advanced web analytics than full product intelligence, with thinner identity, experimentation, feature-management, mobile, and data-pipeline capabilities"},{"model":"Gemini","fix":"Lacks true product analytics features like multi-step funnel analysis, user cohort retention, and feature flag integration."}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[8,null]},"api":"https://modelsagree.com/api/v1/best/best-open-source-product-analytics-for-self-hosting.json"},{"slug":"best-privacy-first-web-analytics-for-european-saas","title":"Best privacy-first web analytics for European SaaS","rank":8,"of":8,"score":2,"appearances":1,"modelRanks":{"ChatGPT":4},"reason":"Outstanding self-hosted value: open source, lightweight, cookieless, and increasingly capable across events, funnels, journeys, retention, cohorts, performance monitoring, and optional replay.","reasons":[{"model":"ChatGPT","reason":"Outstanding self-hosted value: open source, lightweight, cookieless, and increasingly capable across events, funnels, journeys, retention, cohorts, performance monitoring, and optional replay."}],"fixes":[{"model":"ChatGPT","fix":"European data sovereignty generally requires self-hosting because the managed service is operated by a US company."}],"updated":"2026-08-10","rank_history":{"days":["2026-08-03","2026-08-10"],"ranks":[8,null]},"api":"https://modelsagree.com/api/v1/best/best-privacy-first-web-analytics-for-european-saas.json"}],"page":"https://modelsagree.com/product/umami","check":"https://modelsagree.com/check?q=Umami","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}