The present invention discloses a semiconductor device, comprising a substrate, a plurality of gate stack structures on the substrate, a plurality of gate spacer structures on both sides of each gate stack structure, a plurality of source and drain regions in the substrate on both sides of each gate spacer structure, the plurality of gate stack structures comprising a plurality of first gate stack structures and a plurality of second gate stack structures, characterized in that each of the first gate stack structures comprises a first gate insulating layer, a first blocking layer, a first work function regulating layer and a resistance regulating layer, and each of the second gate stack structures comprises a second gate insulating layer, a first blocking layer, a second work function regulating layer, a first work function regulating layer and a resistance regulating layer.