Originally Posted by
meanwhile
Well, actually - they do. Because you're comparing two different bikes and assuming that the difference is due to CF. More probable causes are placebo effect, improved riding fit, a more aero position, and better tyres.
You bring up some excellent points that I hadn't considered until now. Whatever the reason(s), I am indeed going faster on my new carbon bike, than I was on my old aluminum bike.