To burn 2,000 calories per day through exercise alone, you'd need to exercise for a longer duration and at a greater intensity. A runner who weighs 155 pounds and goes at a swift pace of 7.5 mph burns 465 calories per half-hour; it'll take him 2 1/2 hours of running at this intensity to burn 2,000 calories.