Best list
Best Inference Servers for Open Models
Compare vLLM, SGLang, TGI, LocalAI, LiteLLM, and BentoML for serving open models and routing inference.
Top picks
- vLLM
- SGLang
- TGI
- LiteLLM
- LocalAI
- BentoML
Grouped recommendations
Best throughput baseline
vLLM
Best to test for modern models
SGLang
Best Hugging Face path
TGI
Best gateway layer
LiteLLM
How to choose
Benchmark serving stacks on your exact model, context length, quantization, and traffic pattern.
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