From GPU Utilization to GPU Economics: What We Learned Building a Distributed AI Performance Assessment

Why measuring tokens per second, NCCL behavior, and communication exposure together tells a much more useful story than GPU utilization alone. The easiest way to misunderstand distributed AI performan