There is a lot of variation when it comes to how accurate Calories burned cycling calculators are. Some are quite accurate, while others can be quite off. It really depends on the calculator and how it was created. Some factors that can affect the accuracy of a Calories burned cycling calculator include the person's weight, height, age, gender, and how fast they are cycling.