{"slug":"evidence","name":"Evidence","domain":null,"best_rank":4,"categories":1,"entries":[{"slug":"best-open-source-bi-tools-for-self-hosting","title":"Best open-source BI tools for self-hosting","rank":4,"of":5,"score":3,"appearances":2,"modelRanks":{"Claude":5,"Gemini":4},"reason":"Pioneered the \"BI-as-code\" workflow by compiling Markdown and SQL files into lightning-fast, static websites. This allows data teams to build dashboards using software engineering best practices, including Git version control, peer reviews, and zero database query load for end-users.","reasons":[{"model":"Gemini","reason":"Pioneered the \"BI-as-code\" workflow by compiling Markdown and SQL files into lightning-fast, static websites. This allows data teams to build dashboards using software engineering best practices, including Git version control, peer reviews, and zero database query load for end-users."},{"model":"Claude","reason":"The strongest of the BI-as-code generation — reports are SQL + markdown in git, rendered as fast static sites (DuckDB/WASM under the hood), giving version-controlled, reviewable, genuinely beautiful published analytics for developer-led teams."}],"fixes":[{"model":"Claude","fix":"Publishing-oriented rather than exploratory — no self-serve slicing for business users, and it suits narrow, curated reporting rather than an org-wide BI platform."},{"model":"Gemini","fix":"Entirely code-first and developer-centric, completely excluding non-technical business users from creating their own ad-hoc reports or editing existing dashboards."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-open-source-bi-tools-for-self-hosting.json"}],"page":"https://modelsagree.com/product/evidence","check":"https://modelsagree.com/check?q=Evidence","updated":"2026-07-17T20:13:26.612Z","attribution":"modelsagree.com, CC BY 4.0"}