Weight penalty? Rider plus bike is about 250lbs, so even a 1/2 lb weight diff in tires would come to .2% (.002) and the net effect is even less. I guarantee you that the typically better rolling resistance of a wider tire and lessened bouncing on rough roads would far outstrip any weight "penalty."