And (to them) at least Harold is a fellow Saxon, and a skilled warrior to boot. He put the Welsh in their place, and defeated the Norse. What's more, he crushed the powerful Duke William (at least in this timeline).
I'd say that to the Saxons, Harold deserves the crown over Edgar. And his family has blood ties to the Cerdicingas, after all. He's simply the best overall candidate for the throne.