Same Cluster, 33 Points More Utilization: What Changed Was the Order
By changing scheduling order instead of adding hardware, GPU utilization increased by 33 percentage points on the same cluster, revealing the AI compute bottleneck is shifting from model intelligence to resource orchestration.
Hugging Face Blog · Aug 18, 2026