Verified65% confidenceFactTime unknown
In actual production environments, the average GPU utilization rate is often less than 30%.
3
Sources
65%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
Cube Studio：腾讯开源云原生AI平台全面解析
githubtencentmusic
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Unverified在复杂环境中，当环境步进速度过慢时GPU利用率可能低至10%-30%78% similarUnverifiedWithout a sufficiently optimized software stack, actual GPU utilization often reaches only 30–50% of the theoretical peak.75% similarUnverified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75% similarUnverifiedAccording to estimates from some studies, the average GPU utilization rate in production environments has long remained below 50%.74% similarUnverified通过VGPU技术，GPU利用率可从平均30%提升至70%以上71% similar
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