Kilojoules versus calories in cycling
Why your power meter shows kilojoules, how they relate to calories, and why the two numbers end up almost equal on the bike.
What a kilojoule measures
A kilojoule is a unit of energy, and on the bike it counts the mechanical work your legs deliver to the pedals. Your power meter samples force and cadence many times a second, multiplies them to get watts, and adds those watts up over time to reach a kilojoule total. Because it captures actual work rather than an estimate of effort, the kilojoule figure is the most objective record of how much you did on a ride. Two riders who finish a route with the same kilojoules did the same amount of physical work, whatever their weight or heart rate.
Turning work into calories
Calories describe the energy your body had to spend to create that mechanical work. Muscles are far from perfect engines, so only about a quarter of the chemical energy you burn turns into forward motion and the rest leaves as heat. To move from kilojoules to calories the calculator divides by an efficiency of around 0.24 and then by 4.184, the number of kilojoules in one kilocalorie. That two-step conversion is why the calorie total is always higher than the raw work.
Why the two numbers nearly match
Dividing by 0.24 multiplies the kilojoules by about 4.17, and dividing by 4.184 undoes almost exactly that, leaving a factor close to one. The upshot is a rule of thumb loved by cyclists: kilojoules of work and kilocalories burned are roughly the same on the bike. A 1,440 kJ ride works out to about 1,434 calories, close enough that many riders treat the two as interchangeable for daily fuelling decisions.
Using the numbers to fuel and train
Kilojoules are the better yardstick for training load because they are not clouded by an efficiency assumption, so coaches often prescribe rides by target kilojoules. Calories are more useful for planning food, since nutrition labels are printed in kilocalories. Knowing both lets you match your on-bike energy spend to what you eat and drink, and to compare rides fairly even when your speed, route, or heart rate looked very different.