Analysisllmlong context inferencenvidiagpu acceleration
NVIDIA Shows GB300 Outperforms GB200 NVL72
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9.1
LMSYS recently tested NVIDIA's GB300 NVL72 racks against GB200 NVL72 for long-context, latency-sensitive LLM inference, reporting a 1.4–1.5x average performance lead and peak throughput of 226.2 TPS/GPU. Tests showed 1.53x peak throughput, 1.87x TPS/user via multi-token prediction, and 1.58x latency improvements, using PD disaggregation and dynamic chunking. TCO figures were not discussed.
Scoring Rationale
Strong generational performance gains and practical optimizations drive score, limited by single-source benchmarking and absent TCO analysis.
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