Your GPU is often waiting on memory, not math.

GPUs tend to be judged on raw compute. But for many workloads, especially serving large models, the limit is how fast data moves in and out of memory, not how fast the chip can calculate.

A processor that spends its time waiting for data isn't being used efficiently, however impressive its headline numbers look.

The spec that matters is the one that matches your bottleneck.