AI ranking change · 2026-07-09
GitHub CodeQL overtakes Semgrep as Gemini's #1 pick
for sast tool for application security
Semgrep→GitHub CodeQL
On 2026-07-09, Gemini changed its #1 recommendation for best sast tool for application security — dropping Semgrep from the top spot in favor of GitHub CodeQL. The previous #1 had held since 2026-06-30.
“Deep semantic analysis using CodeQL allows custom query writing and unmatched path visualization, natively integrated into developer workflows.”— Gemini
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