"Riojasaurus" had a heavy body, bulky legs, and a long neck and tail. Its leg bones were dense and massive for a prosauropod. By contrast, its vertebrae were lightened by hollow cavities, and unlike most prosauropods, "Riojasaurus" had four sacral vertebrae instead of three.