Determining associations in wireless mesh networks are provided. In a mesh network that includes a wired border node and multiple wireless nodes, each wireless node advertises a backhaul throughput approximating the throughput between that wireless node and the wired border node. Using the advertised backhaul throughput information and the stored local throughput information, a receiving node determines a node association from among various candidate nodes.