A 155-pound person can burn approximately 520 calories per hour using a stationary bike at a moderate intensity, and almost 800 calories per hour using a vigorous intensity, according to the Harvard School of Public Health. How fast you pedal and what resistance levels you use while you pedal will affect your results.