The article reveals little-studied aspects of Muslim thought in Late Russian Empire in the context of modernism-tradition dichotomy. The author proposes three case studies that demonstrate the contribution made by Russian Muslim scholars Murad Ramzi, Gasan Alqadari and Khalil Rahimov to moderate modernism at the turn of the nineteenth and twentieth centuries in Russia.