# Auto-GPT: 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/auto-gpt

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI IT support agents](https://www.gane.ai/index/it/operations/ai-it-support-agents/index.md) | 0% | 142 | 100% | 1 |

## And against it

- "NCSC and similar agencies explicitly warn against high-autonomy agents without strict guardrails." (Grok 4.20, AI IT agents)

## 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 | 1 | 1 |
| 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 Auto-GPT, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- ncsc.gov.uk: 3
- ravenna.ai: 2
- cheatsheetseries.owasp.org: 1
- cio.com: 1
- cxtoday.com: 1
- cyber.gc.ca: 1
- cyber.gov.au: 1
- dynatrace.com: 1
- f5.com: 1
- fin.ai: 1

### Pages cited

- https://ncsc.gov.uk/blogs/thinking-carefully-before-adopting-agentic-ai: 2
- https://ravenna.ai/blog/it-support-ai-guardrails: 2
- https://cheatsheetseries.owasp.org/cheatsheets/AI_Agent_Security_Cheat_Sheet.html: 1
- https://cio.com/article/3836084/it-leaders-brace-for-the-ai-agent-management-challenge.html: 1
- https://cio.com/article/4206442/7-mistakes-it-leaders-make-when-deploying-ai-agents.html: 1
- https://cio.com/article/4237060/what-happens-when-vendors-take-the-lead-on-agentic-ai.html: 1
- https://cxtoday.com/ai-security-and-customer-data-risks-feature-in-big-tech-results: 1
- https://cyber.gc.ca/en/guidance/careful-adoption-agentic-ai: 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.