# Trivy: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 82 judge labels across 5 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/trivy/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Software composition analysis | 40% | 1 | 3% | 30 |
| Container and Kubernetes security | 16% | 2 | 5% | 39 |
| Cloud-native application protection | 0% | 15 | 0% | 6 |
| Vulnerability management platforms | 0% | 76 | 50% | 6 |
| Static application security testing | 0% | 42 | 0% | 1 |

## What the models said for it

- "the open‑source stack of Trivy + Falco + Kubescape (with NeuVector as a full‑life optional addition) provides a credible, complete container security solution" (GLM 4.7 FlashX, Container security)
- "I would recommend Trivy as the default open-source dependency vulnerability scanner because it gives the broadest practical coverage in one tool" (Perplexity Sonar, SCA)
- "Trivy (by Aqua Security) stands out as the best software composition analysis (SCA) tool for companies with a limited budget." (Grok 4.1 Fast, SCA)
- "the best container security platform is usually Trivy if you want the lowest-cost option, because it is fully open source" (Perplexity Sonar, Container security)

## And against it

- "Avoid for high-security environments until fully audited; check releases post-v0.69.4 and scan your pipelines." (Grok 4.1 Fast, SCA)
- "Build-time scanners like Trivy, Grype, and Clair can find CVEs and misconfigurations, but they do not detect runtime threats." (Perplexity Sonar, Container security)
- "Trivy and Nuclei are noted as strong specialized tools but with limited enterprise features or centralized management" (Perplexity Sonar, Vuln management)
- "provide a strong free foundation but lack enterprise-scale management, support, and advanced enforcement" (Grok 4.1 Fast, Container security)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.