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 Sitio Web → Ver Documentación GitHub

Precios

Model

freemium

Plan Gratuito

Open source framework

Paid

BentoCloud managed service

Características

✓ 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

Ventajas

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

Desventajas

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

Mejor Para

startup enterprise

Alternativas

ray-serve mlflow

ml-serving inference llm deployment mlops