Unverified50% confidenceFactTime unknown

SGLang的推理性能比vLLM强10%-20%

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

6/1/2026

First Seen

Valid until: 8/30/2026

Sources

vLLM与SGLang本地部署教程：性能提升3-8倍的实战指南

bilibili尚书省说书人

Related Entities

SGLangproduct vLLMproduct

Related Claims

Unverified自洽性在GSM8K等数学推理基准上能带来5-20个百分点的提升71% similar UnverifiedvLLM 相比原生推理可提升 20 倍以上的吞吐量66% similar UnverifiedH100内存子系统的动态功耗在大模型推理中占比可达整卡功耗的20%～35%65% similar Unverified传统推理方案的显存利用率往往只有20%-40%65% similar Unverified单条推理通常只能占用GPU SM利用率的5%～15%，而合理的批次大小可将利用率提升至60%～90%64% similar

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