Their shipping and distribution costs are quite different though. Petrol taxes also tend to be flat - advocates for removing them always crop up, but it's a suckers bet - you wipe out say, your road maintenance income, for (in Australia) a onetime 17c on the liter drop in price (while the price just keeps going up anyway).
