# AutoGluon: 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/autogluon

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 0% | 37 | 0% | 1 |

## What the models said for it

- "For Prototyping: Use open AutoML libraries (like AutoGluon or FLAML) on your own infrastructure" (Gemini 3.5 Flash, ML platforms)

## 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 | 1 | 0 | 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 AutoGluon, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- cake.ai: 1
- capterra.com: 1
- computer.org: 1
- developers.dev: 1
- dupple.com: 1
- gane.ai/index: 1
- jpmorganchase.com: 1
- peerspot.com: 1
- prompts.ai: 1
- qovery.com: 1

### Pages cited

- https://cake.ai/blog/google-vertex-alternatives-portability-compliance-and-control: 1
- https://capterra.com/p/179303/DataRobot: 1
- https://computer.org/csdl/magazine/so/2026/02/11433203/2eNCkfwn16w: 1
- https://developers.dev/tech-talk/build-vs-buy-vs-partner-a-cto-s-guide-to-scalable-ai-ml-platforms.html: 1
- https://dupple.com/learn/best-predictive-analytics-tools: 1
- https://www.gane.ai/index/it/it-data/ml-platforms/smb: 1
- https://jpmorganchase.com/institute/all-topics/business-growth-and-entrepreneurship/understanding-ai-use-by-small-businesses: 1
- https://peerspot.com/products/comparisons/datarobot_vs_posthog: 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.