# JFrog Xray alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 224 of the 252 answers in the 1 category where JFrog Xray holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/it/vendors/jfrog-xray/alternatives

## Named instead, most often (every category and segment added)

- Snyk Open Source: 59
- Trivy: 37
- Sonatype Lifecycle: 16
- OWASP Dependency-Check: 15
- OWASP Dependency-Track: 12
- GitHub Dependabot: 11

## Software composition analysis

**Small business**: 83 of 84 answers did not name JFrog Xray.

- Snyk Open Source: first choice in 35 of those 83
- Trivy: first choice in 17 of those 83
- OWASP Dependency-Check: first choice in 10 of those 83
- GitHub Dependabot: first choice in 7 of those 83
- OSV-Scanner: first choice in 5 of those 83
- Aikido Security: first choice in 2 of those 83
- FOSSA: first choice in 1 of those 83
- GitHub Advanced Security: first choice in 1 of those 83

**Mid-market**: 74 of 84 answers did not name JFrog Xray (JFrog Xray is #13 of 19 at 0%).

- Snyk Open Source: first choice in 20 of those 74
- Trivy: first choice in 17 of those 74
- OWASP Dependency-Check: first choice in 5 of those 74
- GitHub Dependabot: first choice in 4 of those 74
- Mend.io – Mend SCA: first choice in 3 of those 74
- OWASP Dependency-Track: first choice in 3 of those 74
- Aikido Security: first choice in 1 of those 74

**Enterprise**: 67 of 84 answers did not name JFrog Xray (JFrog Xray is #7 of 14 at 2%).

- Sonatype Lifecycle: first choice in 16 of those 67
- OWASP Dependency-Track: first choice in 9 of those 67
- Black Duck: first choice in 8 of those 67
- Mend.io – Mend SCA: first choice in 5 of those 67
- Snyk Open Source: first choice in 4 of those 67
- OSV-Scanner: first choice in 3 of those 67
- Trivy: first choice in 3 of those 67
- Aikido Security: first choice in 1 of those 67

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.