In the past few years, GPUs have gained a lot of popularity as they offer an opportunity to accelerate many algorithms. In this paper we present a mono, a multi-GPU and GPU cluster implementation, based on CUDA, of a cellular automata. We derive a performance model and establish its accurateness.