LED lights work great at -20. I have five outside and they've been there for a couple years.
During the winter when snow and ice accumulates on the outside light fixtures and flood lights, do the LED’s actually generate enough heat to melt it off like incandescent bulbs do? They had this problem with LED traffic lights and the solution was to add small heating elements to the lights.