Also, reflecting more on this... my best winter layers are a standardbred line of brown leghorns from a breeder in Ohio. They have literally none of the physical traits you might expect to make a chicken more cold hardy, but they've been selected for winter laying for who knows how long and if not fully prolific in the winter, they are certainly far and away my most reliable.
Having the physical traits that might seem to make a bird weather cold better DEFINITELY has zero bearing on whether or not it's a better winter layer.