The development of smart cities has yielded into a desirable objective among many cities around the world. International indexes of smart cities focus on large urban cities without interest on intermediate cities of developing countries. This paper pretends to fill this gap by proposing a smart city index for the capital cities in Argentina, together with Buenos Aires City and Bahia Blanca. The index is compound of four dimensions: Environment, Governance, Society and ICT, and Mobility and Transport which are based on a set of indicators. Data emerges from official websites and national statistics. In the case of Bahia Blanca, a wider smart city index with subjective indicators from an online survey is built. Alternative versions of the index, weighted (according to the vision of citizens, enterprises and politicians) and non-weighted are provided. Results show that the cities of Bahia Blanca, Ciudad Autonoma de Buenos Aires and Cordoba are the third smartest cities in Argentina.