@nitot @FourT4 @stk @recollir I have actually, especially today 
I haven't used lately eg spikes because there are only few days when they are really needed. So I think all other days it's just an extra effort to cycle.
But I might actually equip a spare bicycle we have with winter tyres that I can use on the icy days. Let's see.