I don't want to be a sourpuss, but there is a limit beyond which MPI stops scaling, when you look at the program runtime 60% of time is spent in MPI_Wait. Past 80k nodes you can't go much faster no matter how much money you got, I believe this is precisely the problem they address by intelligently grouping similar rays.