The reliability of the probabilistic models for machanical reliability design is investigated. Some effects of the inaccuracy which may occur m the probabilistic parametars of characteristics and the form of distributions on the calculated results of reliability are studied through practical calculations. The limitations of the probabilistic models for mechanical neliability and the importance of the rational modeling are demonstrated.