For the remainder of the year Caliente refueled task forces operating off the Philippines, easily weathering a tropical cyclone on 18 December, and even entered Leyte Gulf to fuel New Jersey and on 17 January 1945.
Underway 30 May, despite the breakdown of her port engine circulating pump, she refueled light carriers and cruisers after weathering her second typhoon on 4 June.