I'd rather have "very cold" than "above freezing, but wet". If it's well below freezing it's easy to stay dry due to water's tendency to stay solid. And if you're dry, it's much easier to regulate your internal temperature.

Of course, salted roads can give you the worst of both worlds: wet & very cold.