Why are cold weather wheels very important to a Tesla? Winter tires use specialized rubber compounds and tread models designed to remain variable in colder conditions. As temperatures drop, mainstream all-season tires can become less with the capacity of sustaining grip. Winter-specific wheels are designed to give stronger footing when highways are cool, cold, or icy.