Better aerodynamics and lower rolling resistance which leads to a higher range for the vehicle.
Bigger wheels are generally a stupid idea from a performance standpoint. Smaller tires have better ride quality, cause less pothole damage, and are cheaper than larger ones. Big tires just look cool.