Window AC units are self-contained, typically installed in a window frame, providing a cost-effective cooling solution for smaller spaces. Split AC systems, on the other hand, consist of two units — one indoor and one outdoor — offering quieter operation and better aesthetics, but at a higher cost and requiring professional installation.