# Mammoth Cyber: 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/mammoth-cyber

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise browsers](https://www.gane.ai/index/it/security/enterprise-browsers/index.md) | 0% | 60 | 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 | 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 Mammoth Cyber, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- island.io: 3
- selecthub.com: 3
- akamai.com: 2
- g2.com: 2
- itpro.com: 2
- origin-www.paloaltonetworks.ca: 2
- paloaltonetworks.com: 2
- 1password.com: 1
- applytosupply.digitalmarketplace.service.gov.uk: 1
- checkpoint.com: 1

### Pages cited

- https://selecthub.com/c/enterprise-browsers: 3
- https://akamai.com/blog/security/2024/sep/enterprise-browser: 2
- https://g2.com/categories/browsers/enterprise: 2
- https://island.io/article/best-browser-for-security: 2
- https://itpro.com/software/web-browsers/enterprise-browsers-the-new-standard-for-security: 2
- https://origin-www.paloaltonetworks.ca/cyberpedia/what-is-an-enterprise-browser: 2
- https://1password.com/blog/what-is-the-deal-with-enterprise-browsers: 1
- https://akamai.com/blog/security/enterprise-browser: 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.