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The purpose of this study was to collect expert's opinion for setting weight on fitness components for constructing fitness score in health-related physical fitness test with application of AHP. AHP is multiple decision-making tool and aimed at integrating different opinion into a single overall score for ranking decision. Four expert panel were selected for the AHP and judged the relative importance of fitness components in health-related fitness test for constructing fitness score. The rating were performed through 3 round. Using the software Expert choice 11.5 and Microsoft Office Excel 2007, the weight value of each fitness components and the panel's consistency ratio were calculated. One of the panel's rating was excluded in the final analysis because the panel's consistency ratio exceed the criteria 0.1. The AHP result showed that the relative importance of fitness components were different in each age group based on panel's rating. The AHP can be the alternative method for assessing expert opinion in the area related with decision making.