# Qualys Container Security: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/qualys-container-security

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Container and Kubernetes security](https://www.gane.ai/index/it/cloud/container-and-kubernetes-security/index.md) | 0% | 24 | 0% | 4 |

## What the models said for it

- "a good fit for organizations already using Qualys for broader security needs" (Mistral Small, Container security)
- "Comprehensive vulnerability and compliance scanning" (GLM 4.7 FlashX, Container security)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qualys Container Security, from 8 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- zenarmor.com: 7
- softwareadvice.com: 6
- chainguard.dev: 4
- g2.com: 3
- mazehq.com: 3
- 0doubt.ai: 2
- bestdevops.com: 2
- cloudanix.com: 2
- cubeapm.com: 2
- github.com: 2

### Pages cited

- https://zenarmor.com/docs/network-security-tutorials/top-container-security-tools: 7
- https://softwareadvice.com/container-security: 6
- https://chainguard.dev/supply-chain-security-101/container-security-tools-a-buyers-guide: 4
- https://mazehq.com/learn/container-security-tools: 3
- https://0doubt.ai/categories/container-security: 2
- https://bestdevops.com/top-10-container-security-tools-features-pros-cons-and-comparison: 2
- https://cloudanix.com/learn/best-container-security-tools-2026: 2
- https://cubeapm.com/blog/best-container-security-monitoring-tools: 2

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.