Figures of the Palomino horses have been found in ancient artifacts and tapestries in Spanish, Japanese and Chinese art. Description: The Palomino horse has thoroughbred or Arabian features. They stand about 15 hands high (150 cm or 60 inches). They weigh approximately 500 kg (1,100 lb).