← All leaderboards
Mend
What ChatGPT, Claude, Gemini & Grok actually say · July 2026 · incumbent
The verdict
Mend appears in 1 AI-ranked category — best position #2 for dependency sca scanner for open-source risk.
GPT #2Claude #2Gemini —
Deep enterprise SCA coverage, strong open-source vulnerability research, mature license compliance, policy automation, transitive dependency handling, and solid remediation prioritization at large scale
What would move Mend up
- GPT Modernize the developer experience so triage and fixes feel as fast and natural as Snyk
- Claude Modernize a dated UI and reporting experience that lags the developer-first polish of Snyk.
Top alternatives per the models: Snyk · Sonatype Lifecycle · Black Duck · GitHub Advanced Security
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology