New theory on cluster synchronization of nonlinearly coupled networks with delays. The framework accommodates a large class of network systems. Our approach releases common constraints in previous synchronization theory. Delay-independent and delay-dependent criteria for cluster synchronization given. Networks exhibit new synchronization scenarios under the synchronization criteria.