A granular sweetener improved in the solubility of an otherwise poorly soluble high-sweetness synthetic sweetener aspartame (APM), characterized by containing aspartame and acesulfame K as the active ingredient in such a manner that acesulfame K accounts for 5-90 wt.% of the whole and comprising granules with the maximum grain diameter of about 1,400 mu m or less.