A 33% increase in GPU utilization resulted simply from changing the order of jobs in a cluster. Researchers at Hugging Face found that smarter scheduling reduces fragmentation and idle time. This proves that software orchestration often outweighs hardware upgrades. Practitioners can now optimize existing compute budgets without buying more chips.