I have like a half inch of compacted snow on the bottom, an inch of ice on top of that, 2-3” of sleet on top of that, and then 1-2” of snow on top of that. I tried shoveling first, but laughed and gave up after the first attempt. Luckily the new snow blower ripped through it like a hot knife through butter.