Killing Floor is a cooperative first-person shooter focused on wave-based enemy encounters with a strong emphasis on character classes and weapon variety. In contrast, Alien Swarm offers a tactical, top-down shooter experience with a compelling storyline and strategic gameplay elements, making it suitable for players looking for a more cerebral challenge.