This research analysed the spatial autocorrelation of land prices in Santiago de Chile to verify the existence of a high rent district, typical of Latin American city models. For this purpose, the Moran Index was applied to a set of 206 market areas arranged in a series of 131 quarters between 1983-2016. The results revealed a strong and stable spatial autocorrelation of land prices, which confirms a high income district, identified as Cono de Alta Renta (CAR), located in the higher income districts of Santiago.