The sizes seem to be off. I ordered 4 pairs (2 for me and 2 for my son) based on his shoe and calf size... there were a bit small for him, but fit me perfectly (same calf size). I love mine and so now I have 4 pairs instead of 2! I feel they deserve a 5 star rating.