# 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)