Coevolutionary dynamics with clustering behaviors on cyclic competition

► A dynamic model for describing clustering behaviors on a cyclic game. ► A new parameter is introduced to indicate the uniting degree. ► The probability distribution of the clustering sizes is almost a power law in a large regime. ► Clustering promotes biodiversity.