The most accurate heart rate to calorie calculator The Calorie Heart Beat calculator predicts the amount of calories burnt while exercising based on heart rate. The rate at which the heart beats links directly to the calorie expenditure rate. The calculation of calories burned by heart rate requires the heart rate to be between 90