Finnish 15-year olds have been among the top overall performers in international student assessment studies during the last decade; metaphors like "miracle" and "paradox" have emerged, especially related to school mathematics. The goal of this article is to situate the good results in the Finnish educational policy in the 1990s, as well as in accounts from five Finnish Swedish-speaking mathematics teachers in a teacher training school who set out to restructure their teaching and learning practices.