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Ranked shortlists, built from the same sourced matrix as the directory rather than from vendor marketing.
GitHub's provider path is the most complete one, which is exactly why the shortlist is hard. The GitHub-only tools, the scored directory rows, and five checks to run on your own repos before you buy.
GitLab changes what an AI reviewer can actually do. The provider matrix, the GitLab-capable tools scored against the same nine standards, and seven checks to run on your own merge requests.
The best AI code review tools 2026 offers, compared honestly: Kodus, CodeRabbit, Greptile, Copilot and more — context depth, pricing, self-hosting.