BentoML

Inference Platform built for speed and control

Inference Platform built for speed and control. Deploy any model anywhere with tailored optimization, efficient scaling, and streamlined operations.

7K

GitHub Stars

none

TypeScript

medium

Learning Curve

4.3

DX Score

Visit Website → Documentation GitHub

Pricing

Model

freemium

Free Tier

Open source framework

Paid

BentoCloud managed service

Features

✓ Multi-framework support
✓ vLLM and TRT-LLM support
✓ Auto-scaling
✓ Fast cold start
✓ Multi-cloud orchestration
✓ Scale-to-zero
✓ CI/CD automation
✓ LLM-specific metrics
✓ BYOC deployment

Pros

+ Framework agnostic
+ LLM optimized
+ Production-ready
+ Great documentation
+ Active development

Cons

- Complex for simple models
- Learning curve
- Cloud pricing unclear
- Newer than alternatives

Best For

startup enterprise

Alternatives

MLflow

ml-serving inference llm deployment mlops