Roaches do not have a specific preference for carpet or hardwood floors. Their primary concern is access to food, water, and shelter. However, carpets can trap food particles and provide hiding spots, potentially making them more attractive to roaches if not regularly cleaned. Maintaining cleanliness and reducing clutter are key to preventing roach infestations.