A new wearable designed at Stanford University is much more accurate at calculating calorie burn than our smartwatch. Found this Article Really Interesting
Looks like watches are under reporting the calorie. One way, it is fine..we will stretch a bit more for additional calories.
On the other side, I am not sure if smart watches are smart enough to add a constrant or an estimation error of 50% and still close to the actual reading.