This the sort of thing that is so vague and involves so many factors, it would be difficult to solve without actual testing. - You're on a 64 bit OS using a 64 bit version of Maya - Your firewall isn't hindering Maya - Your machine isn't overheating in any way - There isn't some crazy high sampling setting in your render settings, lights, shaders etc - You've went to Render>Batch Render>Options- unchecked "Auto render threads" and set number of threads(it's weird, it seems to work better if manually specified) - unchecked auto memory limit and set a manual limit - tried checking on both "render on local machine" and "render on network machine"