According to the demand of radionuclide identification, radionuclide spectrum analysis methods are divided into two categories: traditional nuclide spectrum analysis methods and new nuclide spectrum analysis.Then, the two methods are summarized and compared, and the future research directions are prospected. The results show that the application and improvement of nuclide energy spectrum analysis method can provide technical support for nuclear safety and the development of nuclear applications.