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Best software supply chain security tool

3 models · updated 2026-06-29

The verdict

Chainguard leads — 2 of 3 models rank Chainguard the top startup.

Combined ranking

  1. 1
    Chainguard—8 pts
    GPT #2Claude #2Gemini —· Strongest secure-by-default images and provenance story.
  2. 2
    Socket—3 pts
    GPT —Claude #3Gemini —· Real-time detection of malicious and compromised open-source packages, not just known CVEs.
  3. 3
    Endor Labs—1 pts
    GPT #5Claude —Gemini —· Excellent reachability-based open-source dependency risk prioritization.

Not ranked (incumbents): Snyk, GitHub Advanced Security, Sonatype Nexus, JFrog, JFrog Advanced Security, JFrog Xray, Aqua Security, Sigstore

By model

ChatGPT

  1. 1.Snyk
  2. 2.Chainguard
  3. 3.GitHub Advanced Security
  4. 4.JFrog Advanced Security
  5. 5.Endor Labs

Claude

  1. 1.Snyk
  2. 2.Chainguard
  3. 3.Socket
  4. 4.JFrog
  5. 5.Sigstore

Gemini

  1. 1.Snyk
  2. 2.GitHub Advanced Security
  3. 3.Sonatype Nexus
  4. 4.JFrog Xray
  5. 5.Aqua Security

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously