This paper presents a model of imperfect competition in which the likelihood of collusion is not a monotonically decreasing function of the number of firms. Other notable oligopoly models predict a monotonic relationship. The difference in predictions is a consequence of our assumptions that firms either explicitly collude or instead engage in Cournot behavior and that explicit collusion, if detected, is punished with fines and damages.