In spite of the importance of the FIFO protocol and the research efforts invested in obtaining results for it, deciding whether a given network is stable under FIFO was still an open question. In this work, we address the general case of this problem and try to characterize the property of stability under FIFO in terms of network topologies. We show that this property is decidable in polynomial time.