TL;DR, 32gb M5 MacBook Air can run gemma-4-26B-A4B-it-UD-IQ4_XS at 300t/s PP and 12t/s generation (running in low power mode, uses 8W, making it the first laptop I've used to not get warm and noisy whilst running LLMs). Fast prompt processing + short thinking traces + can actually handle agentic beh
