Abstract: To optimize the application of characteristic values of radar graph in the comprehensive evaluation of sensory quality of cigarette, 31738 sets of cigarette sensory quality data were used to optimize the order of cigarette sensory quality indexes in radar graph. The results showed that:in the specified index order, it was feasible to use area (S), perimeter (L), or S/L of radar graph for comprehensive quantification of cigarette sensory quality. When L was used to comprehensively quantify cigarette sensory quality, the optimal order for sensory quality indexes was luster, aroma, offensive odor, irritation, harmony and after taste. When S or S/L was used, the optimal order was luster, offensive odor, harmony, aroma, after taste and irritation.