Copper plating baths containing a leveling agent that is a reaction product of one or more of certain pyridine compounds with one or more epoxide-containing compounds, that deposit copper on the surface of a conductive layer are provided. Such plating baths deposit a copper layer that is substantially planar on a substrate surface across a range of electrolyte concentrations. Methods of depositing copper layers using such copper plating baths are also disclosed.