If you fill your kettle less than 500ml than the water temperature control will not be as accurate. We depend on a certain volume of water to allow for moving the temperature up and down one degree. Without enough thermal mass to absorb the heat generated with each heating cycle, it is easier to over shoot the set temperature by 1 or 2 degrees.