We have had probably 20" this winter, about half of which came in one storm. The rest has fallen in small increments, while areas to the south have gotten huge amounts. By contrast, 25 miles south of here, they're over 100 inches with half the winter still to go.
Part of it is geography amd part of it is bad luck. Point is exactly what you said, the snow is always deeper on the other side.