Some modern historians, while rejecting Polybius's figure as flawed, are willing to accept Livy's figure. Other historians have come up with far lower estimates. In 1891, Cantalupi proposed Roman losses of 10,500 to 16,000. Samuels in 1990 also regarded Livy's figure as far too high, on the grounds that the cavalry would have been inadequate to prevent the Roman infantry escaping to the rear. He doubts that Hannibal even wanted a high death toll, as much of the army consisted of Italians whom Hannibal hoped to win as allies.