This paper points out we should pay attention to performance of economic entities in various period states and gives the concept of performance measures of complexity.After a Duopoly competition evolutionary model is introduced,numerical simulation is used to analyze the initial output and the decisive parameters' in- fluences on the speed of the system's evolution convergence to Nash equilibrium.Performances of the model in various period states and chaos state are evaluated in this paper by us...