The present disclosure provides an analysis method of a semiconductor device, and the semiconductor device comprises a plurality of HKMG fin field effect transistors and a wafer on which the plurality of HKMG fin field effect transistors are located, and the analysis method comprises: performing acceptance testing on the wafer to be tested; constructing an N-type model based on the position of each N-type transistor at the surface of the wafer to be tested and the corresponding acceptance test result, constructing a P-type model based on the position of each P-type transistor at the surface of the wafer to be tested and the corresponding acceptance test result, and constructing an N/P ratio model corresponding to the surface of the wafer to be tested based on the N-type model and the P-type model; and identifying the N/P ratio model based on a preset standard wafer model to determine whether the wafer to be tested is compliant based on the N/P ratio model. According to the analysis method provided by the present disclosure, it is possible to find a non-compliant wafer among a plurality of wafers, thereby enabling the subsequent targeted parameter analysis and improving the efficiency of optimizing the process scheme.