# OpenAI's ChatGPT Enterprise: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/openai-s-chatgpt-enterprise

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise AI assistants](https://www.gane.ai/index/it/it-data/enterprise-ai-assistants/index.md) | 0% | 129 | 50% | 2 |

## What the models said for it

- "Great for creative tasks, coding, and custom agents if you want frontier models." (Grok 4.20, Enterprise AI)

## And against it

- "High caution for sensitive data... avoid for PII, legal, or proprietary work without RAG" (Grok 4.20, Enterprise AI)

## 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 | 1 | 0 | 1 | 2 |
| 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 OpenAI's ChatGPT Enterprise, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- ajelix.com: 2
- g2.com: 2
- openai.com: 2 (its own site)
- ayoob.ai: 1
- bestaiforenterprises.com: 1
- boei.help: 1
- concordusa.com: 1
- dl.acm.org: 1
- glean.com: 1
- goldenowl.asia: 1

### Pages cited

- https://ajelix.com/ai/enterprise-chatbots: 2
- https://g2.com/categories/enterprise-ai-chatbots: 2
- https://openai.com/enterprise: 2
- https://ayoob.ai/blog/chatgpt-alternatives: 1
- https://bestaiforenterprises.com/c/assistants: 1
- https://boei.help/blog/internal-chatbot-employees: 1
- https://concordusa.com/blog/ai-gone-wrong-5-enterprise-ai-horror-stories: 1
- https://dl.acm.org/doi/abs/10.1145/3759023.3759105: 1

## What it publishes

Every page openai.com exposes, read 2026-09-29: 10532 addresses. By kind, pages and the last 90 days:

- blog: 6 pages, 0 in the last 90 days, latest undated
- case study: 7 pages, 0 in the last 90 days, latest 2023-05-21
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 7 pages, 0 in the last 90 days, latest 2023-04-27
- report or ebook: 26 pages, 0 in the last 90 days, latest 2023-01-12
- comparison: 125 pages, 0 in the last 90 days, latest 2022-08-01
- template or tool: 4 pages, 0 in the last 90 days, latest 2023-03-10
- glossary or explainer: 119 pages, 0 in the last 90 days, latest 2021-06-10
- podcast or video: 11 pages, 0 in the last 90 days, latest 2023-06-01
- news or press: 5 pages, 0 in the last 90 days, latest 2023-02-24
- Recent: 2023-06-01 podcast or video: 244671 https://community.openai.com/t/chat-and-summarize-youtube-videos-learn-from-lectures-podcasts-interviews-etc/244671
- Recent: 2023-05-21 case study: 221540 https://community.openai.com/t/real-world-problem-solved-with-chatgpt-just-a-success-story/221540
- Recent: 2023-04-27 conference or event: 181097 https://community.openai.com/t/gpt4-shows-up-in-personal-playground-but-cannot-access-using-api/181097
- Recent: 2023-03-27 case study: 123071 https://community.openai.com/t/case-study-for-om475-choosing-the-best-method-of-transportation/123071
- Recent: 2023-03-19 case study: 107055 https://community.openai.com/t/https-openai-com-customer-stories-inworld-ai/107055
- Recent: 2023-03-19 conference or event: 107153 https://community.openai.com/t/conference-on-ai-call-for-papers/107153

## 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.