While Saturday is the cheapest, Thursday is at the top of the list for the highest prices at the pump in 28 states, including South Carolina. In 17 other states, Monday is the cheapest day to get gas. If you're ever in doubt, GasBuddy says filling up at the beginning or the end of the week will always be your best bet.