They are pretty soft, but kick ass in the mud and rocks. I can't comment on the snow, and sometimes they can get a little squirrely on the street under hard braking or taking turns too hard. They bite the road pretty well in the rain though.
I put about 6k on a set of 34x10.50x16's, and you could still barely read swamper on the tread blocks which contact the pavement.