Link recently published their benchmark results on Measuring impact of plugins on WordPress loading where they tested 35 plugins, how much memory each plugin needs during loading, how many SQL queries are run and how many hooks attached to WordPress, as well as the total time needed for this loading stage. All this is done on the admin side (who bothers about this?) and on the frontend.