# AutoGluon

AutoML library for training predictive models on tabular, time-series and multimodal data.

- Company: AutoGluon contributors
- Category: Data & Analytics
- Business model: Open (open weights/source)
- Availability: unknown
- Launched: Not recorded
- Tags: data, developer-tools
- Website: https://auto.gluon.ai/stable/index.html
- Documentation: https://auto.gluon.ai/stable/index.html
- Pricing page: Not recorded
- License: Not recorded
- Canonical URL: https://globalaiproductindex.com/products/autogluon/
- Record updated: 2026-11-03

Typical uses include Predictive analytics; Development and operation of machine learning workflows. Documented capabilities: Automated model fitting for tabular datasets; Time-series forecasting with model ensembles; Multimodal prediction combining text, images and tables.

## Key features

- Automated model fitting for tabular datasets
- Time-series forecasting with model ensembles
- Multimodal prediction combining text, images and tables

## Use cases

- Predictive analytics
- Development and operation of machine learning workflows

## Pricing

AutoGluon is an Apache-2.0 Python library rather than a hosted subscription. Budget training and inference compute, storage and any separately licensed model assets; managed services built with AutoGluon have their own charges.

## FAQ

**Where does AutoGluon fit in a workflow?**

AutoML library for training predictive models on tabular, time-series and multimodal data. Automated model fitting for tabular datasets.

**What costs and limits should I compare before choosing AutoGluon?**

AutoGluon is an Apache-2.0 Python library rather than a hosted subscription. Budget training and inference compute, storage and any separately licensed model assets; managed services built with AutoGluon have their own charges.

## Sources

- [AutoGluon — official product](https://auto.gluon.ai/stable/index.html)
- [AutoGluon — official documentation and terms](https://github.com/autogluon/autogluon)

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Data from the [Global AI Product Index](https://globalaiproductindex.com/), licensed CC BY 4.0.