The described embodiments of mechanisms for placing dummy gate structures next to and/or near a number of wide gate structures reduce dishing effect for gate structures during chemical-mechanical polishing of gate layers. The arrangements of dummy gate structures and the ranges of metal pattern density have been described. Wide gate structures, such as analog devices, can greatly benefit from the reduction of dishing effect.