The document presents the results of a comparative analysis of leading data management maturity models. It aims to help data professionals choose the right approach for measuring maturity in their organization. The analysis compares several maturity models, identifying commonalities and differences in their scope, levels, domains, dimensions and artifacts. A framework is presented to evaluate and compare the different models in a consistent way. The goal is to define a maturity model tailored for small and medium enterprises.