Running the Same GUI Agent on Different Hardware: What Changes?

When we talk about running AI locally, the first questions are usually about model size, memory, and tokens per second. Those numbers matter. But they do not tell the whole story for a GUI agent. A GUI agent does not receive one prompt and return one answer. It repeatedly observes a screen, reasons…