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Corgea

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

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The verdict

Corgea appears in 1 AI-ranked category.

Positioning brief — for the Corgea team

Why the models put Corgea at #7 for ai code security scanner

  • Reachability analysis reduces false positives GPT · Geminiruntime path tracing and reachability analysis to verify exploitability
  • Automatically generated PR fixes GPT · Geminiautomatically generate PR fixes

What the models credit GitHub Copilot Autofix (#1) with — and don’t credit Corgea

  • Deep native GitHub PR integration Claude · Gemini · Grok · GPTDeep native integration into GitHub PR workflow
  • Zero pipeline setup Claude · Geminizero pipeline setup
  • Proven faster production remediation Claude · Grokproven to 3x faster remediation.

What would move the rank — the models’ fix lines, unified

  • Smaller detection ecosystem GPTSmaller detection ecosystem
  • Thinner large-scale production evidence GPTthinner public evidence of large-scale production performance
  • Lacks deep framework and language coverage Geminilacks the deep legacy framework coverage and language support

Restructured from verbatim model output · nothing invented · every quote machine-verified

#7🛡 Best AI code security scanner2/4 models · updated 2026-07-15
GPT #5Claude Gemini #5Grok

Purpose-built AI scanning, aggressive false-positive reduction and developer-friendly generated fixes make it compelling for teams prioritizing rapid PR remediation; it is close to Snyk where AI-native workflow matters more than ecosystem breadth

Gemini Utilizes runtime path tracing and reachability analysis to verify exploitability and automatically generate PR fixes, dramatically reducing alert fatigue from unreachable code.

Where Corgea falls short, per the models

  • GPT Smaller detection ecosystem and thinner public evidence of large-scale production performance than the top four
  • Gemini As a younger product, it lacks the deep legacy framework coverage and language support offered by established enterprise platforms.

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

#7

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

Watch Corgea

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

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Corgea ranks #7 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.

Corgea — ranked #7 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