Disclosed is a solar cell comprising a photoelectric conversion layer on a metal substrate having an insulating anodic oxide coating film. The anodic oxide coating film has a surface roughness of from 0.5 nm to 2 µm, and the semiconductor used for the photoelectric conversion layer is a chalcopyrite material having a bandgap of 1.3-1.5 eV.