# Abnormal: 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/abnormal

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 121 | 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 | 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 Abnormal, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- acronis.com: 1
- ai-agent-brief.com: 1
- aitoolsforbusiness.ai: 1
- c2xcel.com: 1
- checkpoint.com: 1
- csoonline.com: 1
- cybersecurityessential.com: 1
- en.ai-pedias.com: 1
- gane.ai/index: 1
- pickyour-ai.com: 1

### Pages cited

- https://acronis.com/en: 1
- https://acronis.com/en/blog/posts/ai-security-solutions-what-they-are-and-how-to-choose-one: 1
- https://acronis.com/en/blog/posts/best-ai-security-tools-smb: 1
- https://acronis.com/en/blog/posts/edr-mdr-for-smbs: 1
- https://acronis.com/en/blog/tags/security-software-for-business: 1
- https://ai-agent-brief.com/industry/cybersecurity: 1
- https://aitoolsforbusiness.ai/categories/security: 1
- https://c2xcel.com/insights/crowdstrike-vs-sentinelone-vs-microsoft-defender: 1

## In its own words

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

- Positioning: Behavioral AI security platform that protects email, identity, and AI—and stops insider threats. (https://abnormal.ai/)
- For: VARs, distributors, MSSPs, MDR providers, technology vendors, and security consultancies. (https://abnormal.ai/partners)

## What it publishes

Every page abnormal.ai exposes, read 2026-09-29: 3296 addresses. By kind, pages and the last 90 days:

- blog: 985 pages, 0 in the last 90 days, latest undated
- case study: 81 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 166 pages, 0 in the last 90 days, latest undated
- conference or event: 11 pages, 0 in the last 90 days, latest undated
- report or ebook: 60 pages, 0 in the last 90 days, latest undated
- comparison: 17 pages, 0 in the last 90 days, latest undated
- template or tool: 25 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 216 pages, 0 in the last 90 days, latest undated
- podcast or video: 37 pages, 0 in the last 90 days, latest undated
- news or press: 18 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.