Tried a quick search- no luck: Does weight of wheels really make much of a difference?

It's not just the difference in unsprung weight, but also that wheels must be accelerated and decelerated in two modes of kinetic energy, linear and rotational. So it takes a lot more energy to accelerate or decelerate a wheel than the rest of the car, which must be accelerated only in linear mode.