#aihardware

Oct 31, 2026 · 11 min read

CPU vs GPU vs TPU vs NPU: What Each Chip Is Actually For

Four processors, one core job: matrix math. How CPUs, GPUs, TPUs, and NPUs differ in design, speed, and efficiency, and which to use for AI.

11 min read