As for choosing machine tools, one generally takes into account various static specifications such like spindle/servo rated speed and torque, workspace, and machining accuracy. Furthermore, for describing the machine ability, the working time on specific workpieces is usually measured. However, due to different mechanical designs of machine tools, it may not be able to completely depict the dynamic behavior through the specific workpiece. This paper introduces the concepts of Fourier analysis and spectrum analysis into the machine tool field. They are used as a tool to evaluate and test the ability of a machine tool and measure the suitability of the machine drive setting. Moreover, the paper gives a fair dynamic measuring specification for evaluating and comparing dynamic abilities between machine tools..