I have these:
http://www.chainreactioncycles.com/au/en/castelli-nano-shoecover-ss14/rp-prod81612
and these:
http://www.wiggle.com.au/sealskinz-cycle-over-socks/?sku=5360593415

both are warm and waterproof, but the castelli’s are pretty easily scuffed or nicked…