Aikido AI Code Review vs Octoscan: Side-by-Side Comparison (2026)
Features, pricing, ratings, and pros & cons — compared head-to-head.
Aikido AI Code Review is a commercial static application security testing tool by Aikido Security. Octoscan is a free static application security testing tool. Compare features, ratings, integrations, and community reviews side by side to find the best static application security testing fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
Development teams shipping code at startup and SMB velocity will get immediate value from Aikido AI Code Review because its AI-generated PR comments catch logic bugs and performance issues before merge, compressing what would take a human reviewer 15 minutes into seconds. The tool covers NIST ID.IM (improvement processes) by making code quality feedback systematic and repeatable across your codebase, which matters more than detection scores when you're resource-constrained. Skip this if you need deep security-specific vulnerability scanning; Aikido is a code quality accelerant, not a replacement for SAST tools that hunt injection flaws and cryptographic weaknesses.
Teams managing GitHub Actions at scale who need to catch supply chain risk in CI/CD pipelines should start with Octoscan; it does one thing well,finding secrets, bad permissions, and injection vulnerabilities in workflow files,and costs nothing to try. The free pricing model and 221 GitHub stars suggest it's already embedded in development workflows where it matters. Skip this if your threat model centers on post-deployment runtime detection or you need broader SAST coverage beyond Actions; Octoscan prioritizes CI/CD hygiene over application code scanning.
