SGLang
High-performance serving engine for LLMs
Verdict
A strong alternative to vLLM on NVIDIA and AMD hardware, with prefill and decode disaggregation for large deployments. Benchmarks are vendor-published and rarely comparable, so test on your own traffic. vLLM still has the broader hardware support.
Other Model Serving
- vLLMProduction
High-throughput LLM inference server with PagedAttention
- OllamaStable
Run open-weight LLMs locally — one-command setup
- LiteLLMProduction
100+ LLM providers behind a single OpenAI-compatible API
- NVIDIA TritonProduction
NVIDIA's production model serving platform — any framework, any GPU
- BentoMLStable
Build, ship, and scale AI applications with Python
- Ray ServeStable
Scalable model serving on Ray distributed compute