Pingdom’s full page test will tell you exactly how long it takes to load a given web page and is various sub-elements.
Website Optimzation’s Web Page Analyzer gives detailed information about the size, etc. of every object that is being loaded when a given web page is accessed along with other details (it notified me, for example, that I’d forgotten to turn compression on).