Parkinson’ s disease (PD) is a neurodegenerative disease. Its pathogenesis is currently unknown. Patients may present with motor and non-motor symptoms. To explore the mechanisms underlying these phenotypes, appropriate animal models are needed. Rodent models only partially recapitulate the symptoms of PD. Therefore, relevant preclinical studies are limited. Non-human primate animal models are better able to recapitulate such symptoms. Quantifying motor and non-motor symptoms in non-human primate models of PD is useful to study its pathogenesis and treatment. This review summarizes various approaches to quantifying behavioral paradigms and compares the advantages and disadvantages of the approaches. It also provides a reference for behavioral testing in PD monkey models.