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
Preise
Model
freemium
Kostenlose Stufe
Open source framework
Paid
BentoCloud managed service
Funktionen
- ✓ 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
Vorteile
- + Framework agnostic
- + LLM optimized
- + Production-ready
- + Great documentation
- + Active development
Nachteile
- - Complex for simple models
- - Learning curve
- - Cloud pricing unclear
- - Newer than alternatives
Am besten für
startup enterprise
ml-serving inference llm deployment mlops