Aikido AI Code Review vs shhgit: 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. shhgit 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.
DevOps teams and individual contributors who need fast, lightweight secrets scanning across multiple Git platforms should start with shhgit; it catches API keys and tokens in real-time without the operational overhead of commercial alternatives. The free, open-source model and 3,915 GitHub stars reflect actual adoption among developers who've already integrated it into CI/CD pipelines. Skip this if your organization requires centralized secret lifecycle management, audit trails, or remediation workflows; shhgit detects and alerts but leaves remediation entirely to your team.
