A conductive film coated substrate, including a conductive film formed thereon. In a relationship between a bearing area (%) and a bearing depth (nm) that are obtained by measuring, with an atomic force microscope, a region of 1 μm×1 μm of a surface of the conductive film, the surface of the conductive film satisfies a relationship that (BA70-BA30)/(BD70-BD30) is 15 or more and 260 or less (%/nm), and a maximum height (Rmax) is 1.3 nm or more and 15 nm or less.