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Black Duck
What ChatGPT, Claude, Gemini & Grok actually say · July 2026 · incumbent
The verdict
Black Duck appears in 1 AI-ranked category — best position #4 for dependency sca scanner for open-source risk.
GPT #3Claude —Gemini #5
Best-in-class governance for open-source legal, license, provenance, SBOM, binary, and M&A-style risk analysis, with very mature enterprise reporting and audit workflows
What would move Black Duck up
- GPT Improve developer-first remediation speed and reduce operational heaviness in CI and pull-request workflows
- Gemini Drastically speed up scanning times and streamline the CI/CD integration complexity.
Top alternatives per the models: Snyk · Mend · Sonatype Lifecycle · GitHub Advanced Security
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology