# OASM: 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/oasm

## 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% | 35 | 0% | 2 |

## What the models said for it

- "pair with something like OASM or BBOT for a more platform-like experience" (Grok 4.20, ASM)
- "OASM provides a capable platform at zero cost" (Claude Haiku 4.5, ASM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 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 | 1 | 0 | 0 | 1 |
| 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 | 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 OASM, 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
- github.com: 3
- oasm.dev: 3 (its own site)
- g2.com: 2
- guideflow.com: 2
- owasp.org: 2
- aws.amazon.com: 1
- breachsense.com: 1

### Pages cited

- https://attaxion.com/top-external-attack-surface-management-vendors: 3
- https://circleid.com/posts/best-attack-surface-monitoring-tools: 3
- https://oasm.dev/: 3
- https://github.com/oasm-platform: 2
- https://guideflow.com/blog/attack-surface-management-software: 2
- https://owasp.org/projects/amass: 2
- https://attacksurfacescan.com/: 1
- https://attacksurfacescan.com/blog/best-open-source-attack-surface-management-tools: 1

## In its own words

What OASM's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Open-source, self-hosted attack surface management. (https://oasm.dev/)
- For: security teams (https://oasm.dev/)
- Price stated: Free and open source, forever. (https://oasm.dev/)
- Starting price: 0 (https://oasm.dev/)
- Free plan or trial: Self-host the full platform at no cost. (https://oasm.dev/)
- Integrations claimed: 14 (https://oasm.dev/marketplace)

## What it publishes

Every page oasm.dev exposes, read 2026-09-29: 213 addresses. By kind, pages and the last 90 days:

- blog: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 6 pages, 0 in the last 90 days, latest undated
- template or tool: 16 pages, 0 in the last 90 days, latest undated

## 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.