This is really about the scalability of your applications. Now that multi-core is here, how many cores do you actually use?
What is the range of cores you use for MPI jobs ? (2009)
http://www.clustermonkey.net/HPC-Surveys/Polls/what-is-the-range-of-cores-you-use-for-mpi-jobs.html