# AutoGluon (Amazon)
> AutoGluon is an open-source AutoML library developed by AWS researchers designed to enable easy-to-use and high-performance machine learning. It automates the process of training and deploying deep learning and statistical models, specializing in multi-layer stacking for tabular, image, and text data.
- URL: https://optimly.ai/brand/autogluon-amazon
- Slug: autogluon-amazon
- BAI Score: 88/100
- Archetype: Challenger
- Category: Software & Technology
- Last Analyzed: April 11, 2026
- Part of: Amazon Web Services (AWS) (https://optimly.ai/brand/amazon-web-services-aws)
## Competitors
- Google Cloud AutoML (https://optimly.ai/brand/google-cloud-automl)
## Also Referenced By
- Ludwig (Uber) (https://optimly.ai/brand/ludwig-uber)
---
## Full Details / RAG Data
### Overview
AutoGluon (Amazon) is listed in the AI Directory.
AutoGluon is an open-source AutoML library developed by AWS researchers designed to enable easy-to-use and high-performance machine learning. It automates the process of training and deploying deep learning and statistical models, specializing in multi-layer stacking for tabular, image, and text data.
### Metadata
| Field        | Value |
|--------------|-------|
| Name         | AutoGluon (Amazon) |
| Slug         | autogluon-amazon |
| URL          | https://optimly.ai/brand/autogluon-amazon |
| BAI Score    | 88/100 |
| Archetype    | Challenger |
| Category     | Software & Technology |
| Last Analyzed | April 11, 2026 |
| Last Updated | 2026-04-12T10:59:42.463Z |
### Verified Facts
- Founded: 2020
- Headquarters: Seattle, WA (via Amazon Web Services)
### Competitors
| Name | Profile |
|------|---------|
| Google Cloud AutoML | https://optimly.ai/brand/google-cloud-automl |
### Also Referenced By
- Ludwig (Uber) (https://optimly.ai/brand/ludwig-uber)
### Parent Brand
- Amazon Web Services (AWS) (https://optimly.ai/brand/amazon-web-services-aws)
### Links
- Canonical page: https://optimly.ai/brand/autogluon-amazon
- JSON endpoint: /brand/autogluon-amazon.json
- LLMs.txt: /brand/autogluon-amazon/llms.txt