LLM Inference Engines — vLLM vs TensorRT-LLM vs llama.cpp vs SGLang

As of 2026-06-07

Senior field guide for LLM Inference Engines — vLLM vs TensorRT-LLM vs llama.cpp vs SGLang: decision framing, architecture implications, control design, current-source intelligence, and client-ready delivery artifacts.