#production deployment20/11/2025
LLM Inference Showdown: vLLM vs TensorRT-LLM vs HF TGI v3 vs LMDeploy
'A concise technical comparison of vLLM, TensorRT-LLM, Hugging Face TGI v3 and LMDeploy, highlighting when to use each stack for production LLM inference based on throughput, latency and KV behavior.'