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

Visiter le Site Web → Voir la Documentation GitHub

Tarification

Model

freemium

Offre Gratuite

Open source framework

Paid

BentoCloud managed service

Fonctionnalités

✓ 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

Avantages

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

Inconvénients

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

Idéal Pour

startup enterprise

Alternatives

ray-serve mlflow

ml-serving inference llm deployment mlops