However, even if the animals require no food to be purchased by the farmer, there is still an environmental cost in the land being used, plus the opportunity cost of other uses of that land.
Not all land used for grazing can be used to grow plants, true, but in the cases it can be, you're using that land at a 10% kcal efficiency, so to speak.