Hidden Deep is a physics horror game that draws inspiration from The Thing. The game features elements of survival horror, puzzle-platforming, and sci-fi, with players facing off against monsters in a dark, potentially cave-like environment. Descriptions of the game vary, with some outlets focusing on its 2d side-scroller aspects and others highlighting its creepy atmosphere and physics-based gameplay.