Pharmaceutical compositions containing an oxaluric acid derivative of the formula: STR1 wherein each of R1 and R2, which may be the same or different, is hydrogen; an alkyl group or a cycloalkyl group; or R1 and R2 are joined to form a heterocyclic ring with the nitrogen atom to which they are both attached; and R3 is hydrogen or an alkyl group. These compounds have excellent hypoglycemic effects with low toxcicity and safety.