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The verdict
Semgrep Code appears in 1 AI-ranked category — best position #5 for sast tool for application security.
GPT #1Claude —Gemini —Grok —
Best overall balance of fast CI and IDE feedback, broad language coverage, strong taint analysis, and unusually easy custom rules; the commercial engine adds valuable cross-file analysis while the open-source engine remains genuinely useful.
Where Semgrep Code falls short, per the models
- GPT Deep interprocedural findings require the commercial engine, and serious deployments need rule tuning to control noise and gaps.
Top alternatives per the models: Semgrep · Snyk Code · GitHub CodeQL · Checkmarx One
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology