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

Visitar Site → Ver Documentação GitHub

Preços

Model

freemium

Plano Gratuito

Open source framework

Paid

BentoCloud managed service

Recursos

✓ 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

Prós

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

Contras

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

Melhor Para

startup enterprise

Alternativas

ray-serve mlflow

ml-serving inference llm deployment mlops