More trip calculations. vacation deals to Mount Olive, NC. Driving distance from RDU to Mount Olive, NC. The total driving distance from RDU to Mount Olive, NC is 84 miles or 135 kilometers. Your trip begins at Raleigh-Durham International Airport in Raleigh, North Carolina. It ends in Mount Olive, North Carolina.