[KongchangAI]
Expired50% confidenceFactExact time

GPU utilization can rise from 20%–30% during low traffic to 70%–80% during high traffic, because larger request volumes make it easier to aggregate into larger compute batches

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/9/2026
First Seen

This claim has expired. It is kept for the record and no longer describes the current state.

Valid until: 10/7/2026(expired)

Sources

AI推理服务真的盈利吗？拆解推理与训练的成本经济学
hackernewshackernews7/3/2026

Related Claims

Unverified许多推理服务的GPU利用率不足30%，通过VGPU技术可将利用率提升至70%以上81% similarUnverified通过VGPU技术，GPU利用率可从平均30%提升至70%以上75% similarUnverified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%75% similarUnverified主流开源模型在消费级GPU上的推理速度通常在20-80 token/s之间72% similar

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