The Cleveland Bay was used in the creation of the Oldenburg breed, because of its stamina, strength, and jumping ability.[34] The breed was also used to create and improve the Holstein and Hanoverian breeds.[2] In the late 18th century, the Cleveland Bay was used to create the short-lived Yorkshire Coach Horse through crosses with Thoroughbreds.