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Semgrep
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Semgrep appears in 1 AI-ranked category — best position #2 for sast tool for application security.
GPT #1Claude #1Gemini #3
Fast developer-native SAST, excellent custom rule workflow, strong CI/PR integration, useful autofix and triage, broad modern language coverage, and lower friction than legacy enterprise scanners
What would move Semgrep up
- GPT Add deeper enterprise-grade interprocedural/dataflow coverage for the hardest vulnerability classes across more languages
- Claude Deepen interprocedural/whole-program analysis to match dedicated deep-dataflow engines on complex frameworks and legacy enterprise codebases
- Gemini Improve native cross-file and complex inter-procedural data flow analysis capabilities.
Top alternatives per the models: GitHub Advanced Security · Snyk Code · Checkmarx One · Veracode Static Analysis
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology