A rapid data-based evaluation method for chillers’ operation strategies. The evaluation benchmark: the overall chillers’ approximate best performance line. Three evaluation indexes to analyse the chiller performance's improving potential. The chillers’ potential energy saving percentage and the least energy consumption. Directions for improving the two existed chillers’ operation strategies.