The WarmNSafe web site is interesting. Generally I can dress warm enough for the ride but my hands still get cold.
The HippoHands really seem to be a big help in this regard because they keep that cold wind off your knuckles. I'm look forward to testing them in some really cold temperatures soon.
Bottom line for me is that if it's cold enough for ice or frost on the roads it's too cold to ride.