Best AI SAST Tools 2026: Snyk vs Semgrep vs Checkmarx vs Corgea Ranked
AI-generated code contains security vulnerabilities 3.2× more frequently than human-written code, according to Snyk’s 2026 State of AI Code Security report. Static Application Security Testing (SAST) tools that were designed for human-written code are scrambling to keep up with the patterns that LLMs introduce: hallucinated API calls, incomplete error handling, missing authentication checks, and prompt injection surface areas that didn’t exist three years ago. The best tools in 2026 have adapted. Here’s how the top four — Snyk Code, Semgrep, Checkmarx, and Corgea — compare on the dimensions that actually matter for modern development teams. ...