The chief dispute between Neoclassic economics and endogenous growth theory，which holds the rate of technical progress is endogenous and confirms that the economy can keep growing，focuses on whether the economy will converge. This paper suggests that，as the economy develops，the attribute of the economic growth is not only associated with production and technology，but also is more and more affected by leisure activity choices. However，most of all the economical literature just pay attention to the substitute effect of leisure，while the social and psychological literature mostly focus on the complementary effect of leisure. So this paper combines the wisdom of different subjects and puts the four types of the complementary effect of leisure and the substitute effect of leisure into the Lucas model and endogenous technological progress model with labor capital accumulation sequentially based on the endogenous choice of leisure. The computation indicates that with the involvement of leisure choice and its complementary effect，economic growth will finally converge—endogenous growth will regress to Neoclassic growth. By analysis，this paper shows that the chief reason lies in that as the economy comes into the high-income stage and approaches the stable state，the substitute effect of leisure and its positive marginal utility will lead the individuals to choose more leisure and find an optimal trade-off between work and leisure，and in this way，it makes the economy converge. Because the utility function contains the leisure variance which represents freedom and happiness，this kind of convergence is the individuals’ initiative choice to achieve maximum personal utility and give up continuous growth. Whereas the Neoclassic convergence is the negative choice cause by diminishing returns from factor accumulation.