Catechin compound(s)-containing beverages having reduced bitterness and astringency of catechin compound(s) while maintaining tea-like preferable flavors, methods of production thereof, and the like are provided. The content of catechin compound(s) in a beverage is adjusted to within a certain range, the total content of RebM and RebD in the beverage is adjusted to within a certain range, and the weight ratio of the total content of RebD and RebM to the content of the catechin compound(s) is adjusted to within a certain range.