I used my lite flite last sun which was probably the coldest and slushiest it's been all year.
It got some ice on it but not enough to keep it from drilling, none on the flite, just some on the bottom near blades.
I didnt do anything special, just popped holes set down the auger outside, grabbed battery and went into my pullover.