Steam Deck is a desktop. It is exactly the same PC hardware and software you are using on your desktop PC. It runs the same games and is software compatible. Steam Deck is a desktop PC.
Android has a different hardware (not x86 compatible), is focused on phones, its eco system of software is not compatible with PC and in reverse does not run your PC software. Android based smartphones are not a PC.