# Subfinder: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/subfinder

## 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% | 63 | 0% | 2 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| 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 | 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 Subfinder, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- attacksurfacescan.com: 3
- attaxion.com: 3
- circleid.com: 3
- owasp.org: 3
- comparitech.com: 2
- g2.com: 2
- github.com: 2
- intruder.io: 2
- passwork.pro: 2
- sennovate.com: 2

### Pages cited

- https://attaxion.com/top-external-attack-surface-management-vendors: 3
- https://circleid.com/posts/best-attack-surface-monitoring-tools: 3
- https://owasp.org/projects/amass: 3
- https://attacksurfacescan.com/: 2
- https://attaxion.com/open-source-attack-surface-management: 2
- https://comparitech.com/net-admin/best-attack-surface-monitoring-tools: 2
- https://github.com/topics/attack-surface-management: 2
- https://passwork.pro/security-champion-course/strategy/attack-surface-management: 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.