A desktop Core Ultra 5 245K rated at just 30 TOPS, does desktop AI still lean on a discrete GPU?

  Desktop AI is supposed to lean on a discrete GPU, so 30 TOPS is garnish, not the main course. Fourteen cores at 5.2GHz with VNNI handle INT8 inference and light local apps, while the NPU covers background always-on work. Unlike laptops, a desktop can carry a GPU without power anxiety, which is exactly where heavy AI belongs.

  Entry-desktop builders who occasionally run small local models get a useful NPU bonus here; anyone whose main goal is local large-model inference should put the budget into the graphics card instead of this chip. Pick the GPU first, then the CPU, because feeding 14 cores into GPU-accelerated AI beats staring at a 30 TOPS figure.