The Consumption Center is a more fundamental concept than the Consumption Center City. In order to build a new development pattern, it is necessary to change the idea of stimulating domestic demand, from investment driven to more relying on consumption, from short-term stimulus to long-term development, including vigorously constructing international consumption center cities and cultivating regional consumption centers. Consumption centers have multiple levels of connotations such as urbanization, regional integration, growth level, systematization, and internationalization. Each region can promote the construction of consumption centers at different levels based on different regional situations. The quantitative analysis of entropy method, Dagum Gini coefficient and its decomposition method, Kernel estimation method, etc. shows that there is a clear hierarchical system of distribution of consumption centers in China, and the conclusion is more consistent with the national and provincial policy opinions. In response to the objective imbalance in consumption distribution and consumption center construction regions, on the one hand, it is necessary to start from competition and market efficiency, rely on urbanization to develop consumption, expand consumption from reality, strengthen consumption polarization ability, and further develop international consumption on the basis of domestic consumption. On the other hand, it is necessary to promote regional consumption integration based on efficiency and fairness from the perspective of collaboration and social welfare.