cpu

One saturated core on a proxy is rarely about raw traffic volume. It is a parallelism failure with three usual suspects, and the per-thread view names the culprit in minutes.

GPUs are the default for reasons that hold for large generative models and not for everything else. A small classifier on CPU can be cheaper, more available and easier to operate, and knowing where the crossover sits is worth more than knowing the newest card.