Studded tires are very good in quite narrow conditions and pay dearly for it in noise and lesser performance in all others.
It even seems that studless tires beat studded ones on "cold" ice. Some Russian test 6-7 years ago.
"warm' ice was the element for studs - just below 0C 32F.
Too cold ice was too hard for the studs apparently.
Pick your poison.
Krzyś