Aikido AI Code Review vs Ghost Security Exorcist: Side-by-Side Comparison (2026)

Aikido AI Code Review

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.

Ghost Security Exorcist

Development teams shipping APIs without visibility into their own endpoints will find Ghost Security Exorcist's automated discovery and inventory actually useful, particularly for catching undocumented or shadow APIs before they become vulnerabilities. The AI-driven BOLA and deserialization detection works across five languages with line-level remediation guidance, and daily differential scanning in CI/CD means you're not waiting for quarterly assessments. Skip this if you need a platform covering infrastructure scanning or runtime protection; Exorcist is narrowly focused on code and API risk, which is exactly why it works well for teams that have that specific problem.