All Terrain Tires. Mud-terrain tires are specifically designed to perform off-road, in jagged rocks, loose soil, mud or sand. ... The tread on all-terrain tires is also permeated with sipes for traction, making them a great choice for wet, snowy or icy conditions where mud-terrain tires actually do not do well.