# cdxgen: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/cdxgen

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Software composition analysis](https://www.gane.ai/index/it/developer/software-composition-analysis/index.md) | 0% | 50 | 0% | 1 |

## 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 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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 cdxgen, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- appsecsanta.com: 2
- bestdevops.com: 2
- github.com: 2
- wiz.io: 2
- aikido.dev: 1
- armosec.io: 1
- community.owasp.org: 1
- cveplayground.com: 1
- devopsness.com: 1
- devopsschool.com: 1

### Pages cited

- https://appsecsanta.com/sca-tools/open-source-sca-tools: 2
- https://aikido.dev/blog/top-open-source-dependency-scanners: 1
- https://appsecsanta.com/sca-tools: 1
- https://armosec.io/blog/best-kubernetes-dependency-scanners: 1
- https://bestdevops.com/top-10-dependency-vulnerability-scanners-features-pros-cons-comparison: 1
- https://bestdevops.com/top-10-dependency-vulnerability-scanners-features-pros-cons-comparison-2: 1
- https://community.owasp.org/Free_for_Open_Source_Application_Security_Tools: 1
- https://cveplayground.com/blog/best-open-source-vulnerability-scanners-2026: 1

## 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.