{"slug":"sourcery","name":"Sourcery","domain":"sourcery.ai","verdict":"As of 2026-08-08, ChatGPT, Claude, Gemini collectively rank Sourcery #7 of 7 for ai code review tools for github pull requests (one of 3 leaderboards it appears on). Source: https://modelsagree.com/product/sourcery (modelsagree.com, CC BY 4.0).","best_rank":7,"categories":3,"entries":[{"slug":"best-ai-code-review-tools-for-github-pull-requests","title":"Best AI code review tools for GitHub pull requests","rank":7,"of":7,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Exceptionally fast, rule-driven automated refactoring and quality analysis tailored specifically for Python, JavaScript, and TypeScript PRs. Assumes stack is aligned with supported languages.","reasons":[{"model":"Gemini","reason":"Exceptionally fast, rule-driven automated refactoring and quality analysis tailored specifically for Python, JavaScript, and TypeScript PRs. Assumes stack is aligned with supported languages."}],"fixes":[{"model":"Gemini","fix":"Narrow language support and focus restricted largely to micro-refactorings and style rather than complex PR logic or system design validation."}],"updated":"2026-08-08","api":"https://modelsagree.com/api/v1/best/best-ai-code-review-tools-for-github-pull-requests.json"},{"slug":"best-ai-code-review-tools-for-large-pull-requests","title":"Best AI code review tools for large pull requests","rank":8,"of":8,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Integrates deterministic AST refactoring engines with LLM reasoning to rapidly strip trivial syntax and style clutter from large diffs, keeping reviews focused strictly on high-value logic changes.","reasons":[{"model":"Gemini","reason":"Integrates deterministic AST refactoring engines with LLM reasoning to rapidly strip trivial syntax and style clutter from large diffs, keeping reviews focused strictly on high-value logic changes."}],"fixes":[{"model":"Gemini","fix":"Lacks deep multi-file architectural understanding for polyglot monorepos, performing best on targeted language stacks like Python and JavaScript/TypeScript."}],"updated":"2026-08-08","rank_history":{"days":["2026-08-03","2026-08-08"],"ranks":[7,null]},"api":"https://modelsagree.com/api/v1/best/best-ai-code-review-tools-for-large-pull-requests.json"},{"slug":"best-ai-code-review-tools-for-pull-requests","title":"Best AI code review tools for pull requests","rank":9,"of":9,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Highly optimized for local-first and PR-level refactoring recommendations, particularly in Python and JavaScript. Its deterministic custom rule engine allows teams to easily codify and automatically enforce styling standards and micro-architecture patterns without AI hallucinations.","reasons":[{"model":"Gemini","reason":"Highly optimized for local-first and PR-level refactoring recommendations, particularly in Python and JavaScript. Its deterministic custom rule engine allows teams to easily codify and automatically enforce styling standards and micro-architecture patterns without AI hallucinations."}],"fixes":[{"model":"Gemini","fix":"Lacks the deep multi-file contextual reasoning and natural-language interactive dialogue needed to catch complex, high-level business logic flaws or architectural regressions."}],"updated":"2026-07-17","api":"https://modelsagree.com/api/v1/best/best-ai-code-review-tools-for-pull-requests.json"}],"page":"https://modelsagree.com/product/sourcery","check":"https://modelsagree.com/check?q=Sourcery","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}