Provided is a sweetener composition having an excellent sweetness quality. The sweetener composition of the present invention contains a rebaudioside A and a mogroside V at a weight ratio of 95:5-99:1, whereby the sweetness quality of a stevia extract can be improved, and the sweetness quality close to that of sugar can be obtained.