When I was commuting on icy roads west of Denver I found I could go straight up or down ice but not across a slope. The tires would just pop out to the downhill side. Even with spikes or studs there just may be some limit. There were a couple of places I did not ride when there was rutted or slick ice. If I had to be there, I got off and walked it.