The Phoronix guys have posted an article comparing the performance numbers for the three distros that's sure to stir the pot a bit. They're using their in-house benchmark suite that they recently developed.

"Last week we released Phoronix Test Suite 1.0 and one of the article requests we received as a result was to do a side-by-side comparison between the popular desktop Linux distributions. Ask and you shall receive."