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Pixee

What ChatGPT, Claude, Gemini & Grok actually say · August 2026

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The verdict

Pixee appears in 1 AI-ranked category.

#6🛡 Best AI code security scanner1/4 models · updated 2026-07-15
GPT Claude Gemini #3Grok

A scanner-agnostic downstream agentic bot that ingests SARIF logs from existing scanners to generate safe, deterministic codemod-supported PR fixes with high merge rates.

Where Pixee falls short, per the models

  • Gemini Lacks its own scanning engine, meaning it cannot detect vulnerabilities independently and is entirely dependent on upstream tooling.

Poll history — On this board 1 of 2 polls since Jul 13 — off it in the latest

#6

Top alternatives per the models: GitHub Copilot Autofix · Snyk · Semgrep · Aikido Security

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Boards re-poll weekly and the models change their minds. One short email only when Pixee's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.

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Pixee ranks #6 for best ai code security scanner by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.

Pixee — ranked #6 for Best AI code security scanner by AI models on ModelsAgree
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Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology