all terrains

I didn't notice until I started owning this X3, that a lot of people switch the stock tires out for All Terrains. Why? Is it for more comfort driving on-road? Are All Terrains better offroad than the stock tires that come on the X3? Even the KRX1000 we rented in St George had All Terrains and...