  We introduce and illustrate a number of performance measures for rare-event
sampling methods. These measures are designed to be of use in a variety of
expanded ensemble techniques including parallel tempering as well as infinite
and partial infinite swapping approaches. Using a variety of selected
applications we address questions concerning the variation of sampling
performance with respect to key computational ensemble parameters.
