# Amazon SageMaker Studio Lab: 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/amazon-sagemaker-studio-lab

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 0% | 72 | 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 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |
| 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 Amazon SageMaker Studio Lab, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- eweek.com: 1
- g2.com: 1
- gane.ai/index: 1
- spotsaas.com: 1
- techvendorindex.com: 1

### Pages cited

- https://eweek.com/big-data-and-analytics/machine-learning-solutions: 1
- https://g2.com/categories/machine-learning/small-business: 1
- https://www.gane.ai/index/it/it-data/ml-platforms/smb: 1
- https://spotsaas.com/list/data-science-and-machine-learning-platforms/for-small-business: 1
- https://techvendorindex.com/compare/best-ai-ml-for-tight-budgets: 1

## In its own words

What Amazon SageMaker Studio Lab's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Hosting: North America, US

## 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.