The main benefits of fat tires are comfort and roll-over capability. Namely, wide tires improve comfort by allowing you to run lower air pressures which smooth bumps and vibrations. At the same time, wide tires have better traction and a larger contact patch which lets you ride on snow, sand, mud, and even over rocks.