What is LightGBM?
LightGBM trains gradient-boosted tree models for machine-learning workflows.
Who is LightGBM for?
Teams evaluating LightGBM for machine learning & scientific python workflows, particularly gradient boosting and decision-tree models. Check the edition and intended deployment before selecting a package.
LightGBM features
The core capabilities to consider for your workflow.
- Gradient boosting
- Decision-tree models
- Model training
LightGBM pricing
Open-source software
Review the software licence and distribution, then scope infrastructure, maintenance and support. Commercial hosting, proprietary extensions and managed services can be priced separately.
Calculate the cost of your quote →Free access & evaluation
An open-source software edition is available. Check the exact licence and distribution; hosting, operation, support and separately licensed extensions may still cost money.
Before you choose LightGBM
Is the task numerical analysis, model training, experiment tracking, model serving or ongoing monitoring?
Which languages, hardware, model formats, deployment targets and operating costs must be supported?
Explore related software
LightGBM FAQs
Does LightGBM have a free plan?
An open-source software edition is available. Check the exact licence and distribution; hosting, operation, support and separately licensed extensions may still cost money.
Who is LightGBM for?
Teams evaluating LightGBM for machine learning & scientific python workflows, particularly gradient boosting and decision-tree models. Check the edition and intended deployment before selecting a package.
What should I compare before buying?
Check the tier that contains your essential features, confirm plan limits and compare the total quote with your own expected usage.