Aikido Static Application Security Testing (SAST) vs Octoscan: Side-by-Side Comparison (2026)

Development teams at startups and SMBs who need SAST without the operational overhead will see immediate ROI from Aikido Static Application Security Testing; the AI-powered false positive filtering cuts the triage noise that kills adoption in resource-constrained shops, and pull request integration means developers catch issues in their workflow instead of in a separate tool. The 16-language coverage handles most polyglot codebases, and automated fix generation reduces the friction of pushing remediation back to engineers. Skip this if you're an enterprise with mature AppSec practices and heavy custom rule requirements; you'll want deeper customization and larger vendor support teams than Aikido's 187-person operation can sustain at scale. 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.

Based on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion: