Several outlets have published lists of the best code analysis tools for 2026, with some focusing on specific areas such as ai sast tools, software composition analysis, and generative ai coding tools. The number of tools highlighted varies widely, ranging from 5 to 28, and some outlets have compared and ranked the tools. The lists appear to cover a range of tools, including those for visual studio and open-source code security.