The main purpose of this research is to clarify strategic orientations of partnership for different enterprise clusters while improving collaboration and manufacturing performance. Thus, the questionnaire survey for manufacturers in Hsinchu Science Industries Park was employed and ANOVA and strategic curve analysis were used in this research. The results indicated that strategic orientations of partnership are significantly different between enterprise clusters. This demonstrated that enterprises need to make appropriate strategic portfolio according to their own resources and capabilities to improve collaboration more effectively.