The verdict
Aikido Security appears in 2 AI-ranked categories — best position #4 for ai code security scanner.
Positioning brief — for the Aikido Security team
Why the models put Aikido Security at #4 for ai code security scanner
- Best value and breadth-per-dollar GPT · Claude“winning on breadth-per-dollar rather than SAST depth.”
- Broad first-party, dependency, and IaC coverage GPT · Claude“across first-party code, dependencies and IaC”
- Low-noise scanning with AI Autofix PRs GPT · Claude“low-noise PR scanning plus reviewable, test-validated AutoFix pull requests”
- Simple without heavy AppSec administration GPT · Claude“unusually broad coverage without heavy AppSec administration”
What the models credit GitHub Copilot Autofix (#1) with — and don’t credit Aikido Security
- CodeQL mature data-flow analysis Claude · Gemini · Grok · GPT“CodeQL’s mature data-flow analysis”
- Deep native GitHub PR integration Claude · Gemini · Grok · GPT“Deep native integration into GitHub PR workflow”
- Zero pipeline setup Claude · Gemini“zero pipeline setup”
What would move the rank — the models’ fix lines, unified
- Less configurable and battle-tested GPT“Less configurable and battle-tested for highly specialized enterprise SAST programs”
- First-party analysis lacks SAST depth GPT · Claude“its first-party analysis is shallower than CodeQL/Semgrep”
- Security-mature organizations will outgrow it GPT · Claude“security-mature orgs will outgrow it.”
Restructured from verbatim model output · nothing invented · every quote machine-verified
Best overall value: low-noise PR scanning plus reviewable, test-validated AutoFix pull requests across first-party code, dependencies and IaC; unusually broad coverage without heavy AppSec administration
Claude Best value for small-to-mid teams — bundles SAST, secrets, IaC, and dependency scanning with AI Autofix that opens fix PRs, aggressive noise-filtering, and simple per-seat pricing; near-tie with Corgea, winning on breadth-per-dollar rather than SAST depth.
Where Aikido Security falls short, per the models
- GPT Less configurable and battle-tested for highly specialized enterprise SAST programs than mature heavyweight suites
- Claude A consolidation play, not a depth play — its first-party analysis is shallower than CodeQL/Semgrep, so security-mature orgs will outgrow it.
Poll history — On this board 1 of 2 polls since Jul 13 — off it in the latest
#5 → –
Top alternatives per the models: GitHub Copilot Autofix · Snyk · Semgrep · ZeroPath
Strong value for lean teams needing SAST, dependency, secrets and IaC checks together, with reachability-based AI triage, confidence-scored fixes, rescanning, and IDE/PR delivery.
Where Aikido Security falls short, per the models
- GPT Its breadth comes at the cost of the rule customization and deepest code-analysis capabilities offered by specialist SAST platforms.
Top alternatives per the models: Snyk Code · GitHub Advanced Security · Semgrep · CodeRabbit
Watch Aikido Security
Boards re-poll weekly and the models change their minds. One short email only when Aikido Security's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
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[](https://modelsagree.com/best/best-ai-code-security-scanner?utm_source=badge&utm_medium=embed&utm_campaign=badge-aikido-security)<a href="https://modelsagree.com/best/best-ai-code-security-scanner?utm_source=badge&utm_medium=embed&utm_campaign=badge-aikido-security"><img src="https://modelsagree.com/badge/aikido-security.svg" alt="Aikido Security — ranked #4 for Best AI code security scanner by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology