Adidas ladies, tennis shoes, new leopard/pink. Mislabeled size

Brand new Adidas leopard print tennis shoes never been worn. I think they are mismarked on the size. I wear an 8 1/2 to a nine they say they are a 4 1/2 yet I can put them on I have too many pairs of tennis shoes… Shoes and boots..