The former. In animal farming, they measure "food conversion ratio" i.e. they want animals that will get as close as possible to turning 1kg of food into 1kg of body weight. Some animals within the same type can vary in this value. I've often wondered if something similar happens in humans.

No-one said monitoring and reducing your calories is easy, but it is simple.