With a rubber bushing product as an example, the key factors to affect the main performance parameters of rubber bushing were analyzed through the four-directions stiffness tests and fatigue tests. The results show that the main influencing factors about stiffness and fatigue life of rubber bushing are the rubber hardness and pre-compression, and the effect of circumferential pre-compression on the bushing axial stiffness and fatigue life is greater.