A semiconductor device is provided, including: a substrate having a first area and a second area; several first gate structures formed at the first area, and at least one of the first gate structures including a first hardmask on a first gate, and the first gate structure having a first gate length; several second gate structures formed at the second area, and at least one of the second gate structures including a second hardmask on a second gate, and the second gate structure having a second gate length. The first gate length is smaller than the second gate length, and the first hardmask contains at least a portion of nitrogen (N2)-based silicon nitride (SiN) which is free of OH concentration.