On 23 October 1944, during the Battle of Leyte Gulf, "Naganami" escorted Admiral Kurita's 1st Diversion Attack Force. During this time period she assisted in the rescue of the survivors of the cruiser , later transferring them to the battleship . She escorted the damaged cruiser back to Brunei.