Several outlets have published lists of top software composition analysis (SCA) tools for 2026, with some outlets providing rankings of 10 or more tools. The lists appear to be focused on tools for security teams and modern security pipelines, with some outlets also discussing implementation frameworks and open-source code security tools. The exact number and ranking of the top SCA tools is unclear, as different outlets have published varying lists.