Apparatus and method are provided for facilitating cooling of an electronics rack employing a closed loop heat exchange system. The closed loop heat exchange system includes a first heat exchanger, a second heat exchanger, and a coolant distribution loop connecting the first heat exchanger and the second heat exchanger. When operational, the coolant distribution loop allows coolant to circulate between the first heat exchanger and the second heat exchanger. The closed loop heat exchange system couples to the electronics rack with the first heat exchanger disposed at an air inlet side of the electronics rack, and the first heat exchanger and the second heat exchanger disposed in different inlet-to-outlet air flow paths through the electronics rack to reduce an imbalance in air flow temperature of the different inlet-to-outlet air flow paths through the electronics rack.