The present disclosure provides a capacitor, a semiconductor device, and a method for preparing a capacitor. The semiconductor device includes a plurality of memory cells, at least one of the memory cells including a capacitor. The capacitor includes a first electrode comprising titanium nitride and disposed on a substrate, a dielectric film disposed on the first electrode, a multilayer film disposed on the dielectric film, and a second electrode comprising titanium nitride and disposed on the multilayer film. The method for preparing the capacitor includes forming the first electrode comprising titanium nitride on the substrate, forming a dielectric film on the first electrode, forming the multilayer film on the dielectric film, and forming the second electrode comprising titanium nitride on the multilayer film.