# Chromium: 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/chromium

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise browsers](https://www.gane.ai/index/it/security/enterprise-browsers/index.md) | 0% | 93 | 100% | 2 |

## And against it

- "Unmanaged Chromium builds and obscure forks without reliable automatic updates. Chromium itself notes that its standalone builds don't auto-update" (GPT-6 Luna, Enterprise browsers)
- "No official vendor support — security patches depend on community releases" (DeepSeek V4 Flash, Enterprise browsers)

## 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 | 1 | 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 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Chromium, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- airframe.ai: 1
- akamai.com: 1
- aws.amazon.com: 1
- chromium.org: 1
- cisa.gov: 1
- em360tech.com: 1
- forums.theregister.com: 1
- g2.com: 1
- itpro.com: 1
- learn.microsoft.com: 1

### Pages cited

- https://airframe.ai/product/talon-sec-com/analysis: 1
- https://akamai.com/blog/security/2024/sep/enterprise-browser: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-ii2id2xdlepzm: 1
- https://chromium.org/getting-involved/download-chromium: 1
- https://cisa.gov/sites/default/files/2023-09/Non-Fed%20-%20Guidance_for_Securing_Your_Web_Browsers%20Aug-23%20Revision.pdf: 1
- https://em360tech.com/sites/default/files/2023-11/VDISEC%20Enterprise%20Browser%20Compare-March%202023%20(1).pdf: 1
- https://forums.theregister.com/forum/all/2024/04/10/chrome_enterprise_premium_security: 1
- https://g2.com/categories/browsers/enterprise: 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.