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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
Deepest enterprise pedigree for open-source inventory, license compliance, SBOM governance, code/binary matching, audit workflows, and regulated portfolio coverage
What would move Black Duck up
- GPT Modernize developer-first workflows and reduce operational heaviness
- Gemini Drastically speed up scanning times and streamline the CI/CD integration complexity.
Top alternatives per the models: Snyk · Socket · Sonatype Lifecycle · Endor Labs
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology