vLLM vs SGLang
Model Llama 3.1 8B Instruct; GPU set NVIDIA H100 80GB and NVIDIA L40S 48GB; engine versions vLLM 0.23.0 and SGLang 0.5.13; as of Jun 20, 2026.
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Measured serving engine comparisons
The comparison dataset currently carries 3 measured pairs across 3 engines.
vLLM vs TensorRT-LLM
Model Llama 3.1 8B Instruct; GPU set NVIDIA H100 80GB and NVIDIA L40S 48GB; engine versions vLLM 0.23.0 and TensorRT-LLM 1.2.1; as of Jun 20, 2026.
SGLang vs TensorRT-LLM
Model Llama 3.1 8B Instruct; GPU set NVIDIA H100 80GB and NVIDIA L40S 48GB; engine versions SGLang 0.5.13 and TensorRT-LLM 1.2.1; as of Jun 20, 2026.
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