# H2O-3: 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/h2o-3

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 0% | 55 | 0% | 1 |

## What the models said for it

- "A fully open-source, distributed machine learning platform with built-in AutoML for tabular data." (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 H2O-3, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- aisuggests.ai: 1
- beri.net: 1
- capterra.co.za: 1
- capterra.com: 1
- clear.ml: 1
- cotocus.com: 1
- developers.google.com: 1
- digitalocean.com: 1
- easyweb-agency.fr: 1
- eweek.com: 1

### Pages cited

- https://aisuggests.ai/tool/google-vertex-ai: 1
- https://beri.net/tools/google-vertex-ai: 1
- https://capterra.co.za/software/1039269/akkio: 1
- https://capterra.com/p/10002138/Akkio: 1
- https://clear.ml/pricing: 1
- https://cotocus.com/blog/top-10-machine-learning-platforms-features-pros-cons-comparison: 1
- https://developers.google.com/colab: 1
- https://digitalocean.com/resources/articles/ai-insfrastructure-scaling-ml: 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.