# SageMaker Canvas: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/sagemaker-canvas

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 0% | 66 | 0% | 2 |

## 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 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named SageMaker Canvas, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- cotocus.com: 2
- eweek.com: 2
- spotsaas.com: 2
- answers.databricks.com: 1
- capterra.com: 1
- ciopages.com: 1
- cloudwards.net: 1
- computer.org: 1
- devsdata.com: 1

### Pages cited

- https://eweek.com/artificial-intelligence/machine-learning-solutions: 2
- https://spotsaas.com/list/data-science-and-machine-learning-platforms/for-small-business: 2
- https://answers.databricks.com/best-ai-data-platforms-2026: 1
- https://capterra.com/machine-learning-software/s/free: 1
- https://ciopages.com/buyer-guides/ai-ml-platform: 1
- https://cloudwards.net/aws-vs-azure-vs-google: 1
- https://computer.org/csdl/magazine/so/2026/02/11433203/2eNCkfwn16w: 1
- https://cotocus.com/blog/top-10-machine-learning-platforms-features-pros-cons-comparison: 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.