Several outlets have published lists of top tools for static application security testing (SAST) in 2026, with some focusing on AI-powered tools and others on integration and workflow fit. The number of tools listed varies, with some outlets listing 10 tools and others listing 8 or 9. The tools are being evaluated on factors such as accuracy, speed, and noise, although it is unclear if there is a consensus on the top tools.