AutoGluon
by AutoGluon contributors
At a glance
AutoML library for training predictive models on tabular, time-series and multimodal data.
data developer-tools
- Licence
- Not recorded
- Category
- Data & Analytics
- Business model
- Open (open weights/source)
- Availability
- Not recorded
- Launched
- Not recorded
Overview
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.
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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.
Record details
Provenance, dates and links are kept here so the main sections stay about the product itself.
Links, dates and provenance
- Record updated
- 2026-11-03
- Documentation
- auto.gluon.ai ↗
- Canonical URL
- https://globalaiproductindex.com/products/autogluon/
Selection profile
Every field says where its value comes from. "Unknown" means we have not confirmed it — it does not mean the product lacks the feature.
Selection profile11 fields6 unknown
- Tasks it fits
- Data analysis
Editorial classification of the documented features; not a product-performance test.
Suggest a correction - How you use it
- Library
Editorial classification of the documented features; not a product-performance test.
Suggest a correction - Runs on
- Linux macOS Windows
Editorial classification of the documented features; not a product-performance test.
Suggest a correction - Where it runs
- Local machine Self-hosted
Editorial classification of the documented features; not a product-performance test.
Suggest a correction - Works offline
- Not recorded
This product-specific field was not established in this entry’s source review.
Suggest a correction - Official service region
- Not recorded
This product-specific field was not established in this entry’s source review.
Suggest a correction - Public API
- Not recorded
This product-specific field was not established in this entry’s source review.
Suggest a correction - Licence
- Not recorded
This product-specific field was not established in this entry’s source review.
Suggest a correction - Commercial use
- Not recorded
This product-specific field was not established in this entry’s source review.
Suggest a correction - Interface languages
- Not recorded
This product-specific field was not established in this entry’s source review.
Suggest a correction - Billing
- Open source Free allowance: Yes Subscription required: No
Prices are the vendor’s advertised entry price and exclude taxes; always confirm on the vendor’s own page.
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Where each value comes from
- Tasks it fits
- Our inference
- How you use it
- Our inference
- Runs on
- Our inference
- Where it runs
- Our inference
- Works offline
- Unknown
- Official service region
- Unknown
- Public API
- Unknown
- Licence
- Unknown
- Commercial use
- Unknown
- Interface languages
- Unknown
Key facts and their evidence
Each fact lists the conditions it holds under, the page it was read from and the day it was checked.
-
Capability: Automated model fitting for tabular datasets Verified 2026-11-03 auto.gluon.ai ↗
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Frequently asked questions
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.
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Sources
This record was last reviewed on 2026-11-03.
Machine-readable record: /api/products/autogluon.json · Spot an error? Suggest a correction