It would depend on the terrain.
Tracked vehicles like the Mule tend to be all-rounders, motor trucks would be more ideal in areas where there is something closely resembling a road network. More mountainous areas with narrow paths would need beasts of burden like horses, donkeys, mules, dog sledge and tempered bodarks.