infra
vLLM
The fastest LLM inference engine currently, but complex deployment and limited community support
7.6Overall
Utility9
Onboarding5
Craft8
Niche fit8
Longevity7
Five dimensions scored independently; overall is a weighted average. Scores are only comparable within this same rubric.
Good for
Production environments needing high-performance LLM inference
Not for
Small projects or non-technical teams
Project description
High-throughput LLM serving engine. PagedAttention, continuous batching, tensor parallelism. 10-24x faster than naive inference. Production-grade.
Alternatives
TGI (Text Generation Inference)TensorRT-LLM