But, that doesn’t mean it should be the only drink on your party menu. How Much is the Most Expensive Drink at the Kentucky Derby? Since 1999, Woodford Reserve Bourbon has been the only official bourbon of the Kentucky Derby and is in each mint julep served. If attending in person, ...