No, it works exactly like solar does. The companies say one thing, but reality doesn't match up. It doesn't matter how careful an installation is.
The real heating demand can be observed up front and with the typical (or even exact) weather you can easily determine the efficiency of the heat pump.
Yeah expect some inaccuracies, but not this huge