# Grok: 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/gtm/vendors/grok

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Chatbots and conversational AI for support](https://www.gane.ai/index/gtm/customer/chatbots-and-conversational-ai-for-support/index.md) | 0% | 73 | 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 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Grok, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- trustpilot.com: 3
- capterra.com: 2
- irisagent.com: 2
- arxiv.org: 1
- assembled.com: 1
- beyondtrust.com: 1
- boei.help: 1
- botpress.com: 1
- businessage.com: 1
- capterra.ae: 1

### Pages cited

- https://trustpilot.com/review/grok.com: 2
- https://arxiv.org/pdf/2606.27302: 1
- https://assembled.com/blog/ai-chat-agents-customer-support: 1
- https://beyondtrust.com/blog/entry/security-questions-companies-must-address-around-their-website-chatbots-and-conversation-marketing-practices: 1
- https://boei.help/blog/best-intercom-alternatives: 1
- https://botpress.com/blog/chatbot-security: 1
- https://businessage.com/post/ai-chatbot-solutions-for-small-businesses-a-practical-guide: 1
- https://capterra.ae/software/165384/engati: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.