They choose the tires that will suit the worst terrain they'll encounter. It's better to go a little slower on pavement and to have a good tire for riding dirt and mud than to go a little faster on pavement and have to hike-a-bike through miles of rough terrain. Plus higher-volume tires are way more comfortable over long distances, and provide better handling and traction, which is important when you are sleep-deprived and exhausted.