We explore the characteristics of bike users in medium-sized cities in a Latin American context. Using a Latent Class Model, our sample is divided into two classes: those exposed to better city infrastructure and those exposed to worse infrastructure. Unlike previous studies, idiosyncratic variables had no impact on the decision of commuters, while the built environment was determinant, especially for women.