A new and distinct cultivar of Calibrachoa plant named `Wescaosu`, characterized by its upright to cascading and vigorous growth habit; short internodes and freely branching habit; dense and bushy appearance; medium-sized leaves; medium-sized flowers; and numerous orange and red bi-colored flowers.