Aikido AI Code Review vs Delphos Labs Analyze: 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.

Delphos Labs Analyze

Security teams shipping third-party binaries or managing software supply chain risk will find Delphos Labs Analyze valuable for catching malware and compromised dependencies without source code access. The tool covers four NIST CSF 2.0 functions including supply chain risk management and adverse event analysis, addressing the blind spot most teams have around compiled code. Skip this if you need source-level SAST integration or real-time scanning at CI/CD gates; Delphos is built for post-facto binary inspection, not pipeline automation.