When a wheel is affixed to an axle of a smaller diameter, a mechanical advantage can be gained. This is essentially another form of a lever.
The mechanical advantage provided by this arrangement can be calculated as follows:
Notice that this arrangement is really just another way of making a lever.
Wheels are also used to reduce friction via rolling contact.