A controlled elliptical study compared machine readings with a metabolic cart, which measures oxygen use. It found one Life Fitness model slightly underestimated calories, while one Precor model overestimated by 24.7%. So the main lesson is simple: don’t “eat back” calories just because the machine says so.















