# Open ASM: 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/open-asm

## 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% | 43 | 0% | 2 |

## What the models said for it

- "Full self-hosted ASM platform with asset inventory, distributed scanning, and vulnerability tracking" (Kimi K2, ASM)

## 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| 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 Open ASM, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- alternativeto.net: 2
- circleid.com: 2
- cyble.com: 2
- github.com: 2
- owasp.org: 2
- attaxion.com: 1
- cloudsek.com: 1
- cybersectools.com: 1
- g2.com: 1
- glotier.com: 1

### Pages cited

- https://alternativeto.net/software/attack-surface-monitor/about: 2
- https://circleid.com/posts/best-attack-surface-monitoring-tools: 2
- https://cyble.com/knowledge-hub/top-attack-surface-management-services: 2
- https://owasp.org/projects/amass: 2
- https://attaxion.com/top-external-attack-surface-management-vendors: 1
- https://cloudsek.com/knowledge-base/open-source-attack-surface-management: 1
- https://cybersectools.com/resources/shortlists/best-attack-surface-tools: 1
- https://g2.com/categories/attack-surface-management/small-business: 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.