BentoML logo
specialized

BentoML

Open-source unified AI application framework that simplifies building, shipping, and scaling production-grade AI systems with any ML model on any cloud.
mlops model serving open source
Intermediate Level
Free (Open Source)
Starting Price
Try BentoML
Category
specialized
Setup Time
< 2 minutes
specialized
Category
Intermediate
Difficulty
Active
Status
Web App
Type

What is BentoML?

Ship AI applications, not models

BentoML is the unified framework for building reliable, scalable, and cost-efficient AI applications. Package models from any ML framework - PyTorch, TensorFlow, scikit-learn, Hugging Face - into production-ready services with automatic API generation, adaptive batching, and built-in optimization. Deploy anywhere: AWS, GCP, Azure, Kubernetes, or BentoCloud. With features like model composition, distributed serving, and GPU optimization, BentoML bridges the gap between data science and production. Trusted by thousands of companies to serve millions of predictions daily.

Key Capabilities

What makes BentoML powerful

Universal Packaging

Package any model from any framework into production-ready containers

Implementation Level Expert

Auto API

Automatically generate optimized APIs with batching and async support

Implementation Level Professional

Smart Scaling

Adaptive scaling based on traffic with GPU optimization built-in

Implementation Level Advanced

BentoCloud

Fully managed deployment platform for one-click production deployment

Implementation Level Professional

Professional Integration

These capabilities work together to provide a comprehensive AI solution that integrates seamlessly into professional workflows. Each feature is designed with enterprise-grade reliability and performance.

Pricing

Start using BentoML today

Free (Open Source)

Starting price

Get Started

Quick Information

Category specialized
Pricing Model Freemium
Last Updated 12/7/2025

Tags

mlops model serving open source deployment ai infrastructure bentocloud

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