When GPU utilization drops primarily during synchronization despite healthy hardware and storage performance, inefficient collective communication is a likely cause. NCCL configuration-- including transport selection, topology detection, and network optimization--should be examined first. Storage firmware, CPU thermals, and MIG configuration are less likely to produce synchronization-specific delays in this scenario.