# LeakIX: 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/leakix

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 82 | 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 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named LeakIX, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- ncsc.gov.uk: 2
- usenix.org: 2
- attacksurfacescan.com: 1
- attaxion.com: 1
- checkpoint.com: 1
- gartner.com: 1
- sn1persecurity.com: 1
- techtarget.com: 1

### Pages cited

- https://ncsc.gov.uk/guidance/external-attack-surface-management-buyers-guide: 2
- https://usenix.org/conference/usenixsecurity25/presentation/huang-szu-chun: 2
- https://attacksurfacescan.com/blog/best-open-source-attack-surface-management-tools: 1
- https://attaxion.com/open-source-attack-surface-management: 1
- https://attaxion.com/top-external-attack-surface-management-vendors: 1
- https://checkpoint.com/cyber-hub/tools-vendors/best-attack-surface-management-platforms-2026: 1
- https://gartner.com/en/documents/5482995: 1
- https://sn1persecurity.com/wordpress/open-source-self-hosted-attack-surface-management-tools: 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.