"Patuxent" supported strikes against Japan from 10 July until 5 August. After replenishing at Ulithi the oiler was steaming to rejoin the support group off Honshū when the news of Japan's capitulation reached the ship. On 4 September, two days after the formal surrender ceremony there, she steamed into Tokyo Bay with the occupation forces.