Aikido
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Aikido appears in 1 AI-ranked category — best position #3 for ai code security scanner.
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 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.
Top alternatives per the models: GitHub Copilot Autofix · Snyk · Semgrep · ZeroPath
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology