# AutoGen: 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/autogen

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI marketing agents](https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/index.md) | 0% | 113 | 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 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

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

### Domains cited

- aidev.com: 1
- breyta.ai: 1
- cmswire.com: 1
- dailystory.com: 1
- dojoai.com: 1
- gane.ai/index: 1
- gryphon.ai: 1
- hyperfx.ai: 1
- improvado.io: 1
- logarithmic.com: 1

### Pages cited

- https://aidev.com/guides/best-ai-tools-for-small-business: 1
- https://breyta.ai/blog/best-ai-marketing-agents-2026-compared: 1
- https://cmswire.com/customer-experience/what-happens-when-you-give-marketing-agents-too-much-rope: 1
- https://dailystory.com/blog/ai-marketing-roundup-what-enterprise-teams-need-to-know-this-week-october-14-2026: 1
- https://dojoai.com/blog/state-of-ai-marketing-agents-2025: 1
- https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/enterprise: 1
- https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/2026-09/enterprise: 1
- https://www.gane.ai/index/gtm/marketing/marketing-automation/enterprise: 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.