My biggest problem was ice, mostly from the snow plow. It also didn't like snow above the height of the bucket, which wasn't rare. In any serious snow storm, I'd go out a couple of times during the night to clear the driveway so it wouldn't clog thing to do it in one pass. The neighbors didn't mind the noise. They were out there too.
There were years that there had been enough snow that it was piled so high the blower couldn't lift more above the mounds I'd already piled up. Early in the season I started blowing it off the grass next to the driveway to get it further back so I had somewhere to put it later.
Mine was pull-start but I was younger then, too. There is a reason we moved where it don't snow. I couldn't do it now. For certain, I couldn't shovel it by hand. I have enough metal in me that I couldn't stand the cold either. Nope. Not going back (between October and May).
The pic makes it look like there should be a doll house behind them.