The invention relates to a pharmaceutical composition having alpha-glucosidase inhibition activity, wherein the pharmaceutical composition comprises a flavone compound and an alpha-glucosidase inhibitor, the flavone compound is at least one selected from a monomer such as baicalein, quercetin, luteolin, baicalein-7-O-glucoside and catechin, an organic salt of the monomer, and an inorganic salt of the monomer, and the alpha-glucosidase inhibitor is at least one selected from a monomer such as acarbose, voglibose and miglitol, an organic salt of the monomer, and an inorganic salt of the monomer. According to the present invention, the pharmaceutical composition can effectively reduce postprandial blood glucose, can inhibit the activity of alpha-glucosidase adopting starch, maltose and sucrose as substrates, and less uses the alpha-glucosidase inhibitor, such that the efficacy can be improved, the side effect of the alpha-glucosidase inhibitor can be effectively reduced, and hypoglycemia and other problems easily caused by drug combination are effectively solved.