vLLM vs Triton Inference Server

vLLM is a specialized LLM inference engine optimized for throughput with PagedAttention, while Triton is a general-purpose inference server supporting multiple model types and frameworks. vLLM achieves 24x higher throughput for LLMs, but Triton offers broader model format compatibility and enterprise deployment features.