Overview
Research summary
BentoML is a Python serving framework for exposing AI models and application logic as online APIs or asynchronous tasks. Developers define services with ordinary Python code and type hints, compose models into pipelines, and package runtime dependencies for deployment. The framework supports serving optimizations such as batching and model composition while allowing custom preprocessing and business logic. Applications can run locally, in generated containers, or through the separately managed BentoCloud offering. The Apache-2.0 repository covers the framework itself, not the terms of the hosted service.
Repository summary
- Stars
- Unavailable
- Open issues
- Unavailable
- Last push
- Unavailable
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Version
- Unavailable
Recorded catalogue figures. View repository data and provenance →
Classification
Pricing & services
Paid services available
The provider offers paid products or services. Free options may also be available.
Commercial offering checked 2026-10-02.
Licence scope
Implementation
Recorded implementation details and interfaces for BentoML.
Implementation details
Python inference service and deployment framework
- Languages
- Python
- Repository type
- source
Recorded interfaces and capabilities
Licence scope
Repository
Repository snapshots, release information and recorded maintenance signals.
Repository snapshot
- Stars
- Unavailable
- Open issues
- Unavailable
- Last push
- Unavailable
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Archived
- Not recorded
Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).
Maintenance and provenance
- Catalogue snapshot
- 2026-10-06
Documentation
Recorded references and research provenance for this entry.
Recorded sources 6
- https://bentoml.com Project page
- https://github.com/bentoml/BentoML Linked repository · Research reference
- https://github.com/bentoml/BentoML/blob/main/README.md Research reference
- https://api.github.com/repos/bentoml/BentoML Research reference
- https://bentoml.com/ Commercial offering evidence
- https://www.modular.com/pricing Commercial offering evidence
Research metadata
- Research date
- 2026-10-02
- Catalogue snapshot
- 2026-10-06
Community & social 3 channels
Communities
- Discourseforum.modular.com/c/bento/31Official
- GitHub Discussionsgithub.com/bentoml/BentoML/discussionsOfficial
Link details for GitHub Discussions
- Last checked
Social & updates
- Xx.com/bentomlaiOfficial