Driving fast does waste more gas due to the increased energy requirement from the engine to combat the aerodynamic drag whilst maintaining a higher speed. It's safe to assume each 5mph you drive at in excess of 50mph will equate to paying an additional $0.21 per gallon of gas. Optimal fuel-efficiency is reached at around 50mph due to the engine operating at low revs in high gear.