The highest calorie-burning workout is rarely one magic class. It is the workout you can do at a vigorous effort, recover from safely, and repeat consistently. The CDC classifies activities at 6 METs or higher as vigorous, including running, jump rope, fast cycling, vigorous dance, swimming laps, and kickboxing. Still, if the mission is to sweat hard in Manhattan, these are the workouts worth putting on the calendar.