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product
Data quality: Editorially Reviewed
Language (LLM / NLP)
MLOps & Infrastructure
Software & technology
Workflow orchestration
Self-hosted / on-premises
Predictive / classical ML
Freemium
SaaS (vendor-hosted)
Developer tool

BentoML

MLOps & Infrastructure

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Overview

BentoML is an open-source unified model serving framework for building, shipping, and scaling ML and LLM applications. It provides model packaging, serving, deployment, and orchestration with support for multiple frameworks including PyTorch, TensorFlow, and Hugging Face. BentoML offers cloud-native deployment with Kubernetes and Docker.

Pricing model
Freemium
Deployment
Self-hosted / on-premises, SaaS (vendor-hosted)
Regions served
Global
Categories
Language (LLM / NLP), MLOps & Infrastructure, Software & technology, Workflow orchestration, Self-hosted / on-premises, Predictive / classical ML, Freemium, SaaS (vendor-hosted), Developer tool
Last updated
2 October 2026
Published
2 October 2026

Use cases

Workflow orchestration

Deployment options

Self-hosted / on-premises
SaaS (vendor-hosted)

Data sources & provenance

Where this information came from, how it was checked and when it was last looked at. “Last updated” records a change to the record — it does not mean the record was verified.

Data quality
Data quality: Editorially Reviewed
Primary source
bentoml.com
Sources cited
2
Last reviewed
28 September 2026
Last updated
2 October 2026

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