Unverified50% confidenceFactExact time
Higher memory bandwidth means lower time to first token (TTFT) and higher tokens per second (TPS) generation.
1
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50%
Confidence
Long-term
Relevance
10/6/2026
First Seen
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Related Claims
UnverifiedGeneration throughput (tok/s) reflects decoding-phase efficiency and is affected by KV Cache size and memory bandwidth, with far lower sensitivity to input length than prefilling.67% similarUnverifiedToken generation speed is related to the degree of structure in the output content and the characteristics of the token distribution, with structured outputs yielding higher throughput.65% similarUnverified本地推理的首 token 延迟通常在 100-500ms，而云端 API 在网络良好时需要 500-2000ms 的首 token 延迟64% similarUnverified主机卸载用带宽换显存空间，代价是数据传输延迟；激活重计算用算力换显存，二者可互补配合63% similar
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