Q2 2026 LLM Inference Benchmark: vLLM vs TGI vs SGLang vs Triton Posted by By MPRAUTO MPRAUTO April 29, 2026Posted inAINo Comments Q2 2026 LLM inference benchmark across vLLM, TGI, SGLang, and Triton — throughput, p50/p99 TTFT/TPOT, KV-cache efficiency, and which engine wins per workload class.
