It's complex - because a lot of factors come into play. iPhone has better battery life (as long as you don't touch the GPS), Android has more freedom, WP7 has a nice engaging interface, RIM is unbeatable in messaging, etc...
But, it would be nice to see what people think of their smart phones a year after purchase, and add _that_ into the unweighted graph [1] of Profit/Market Share/Revenue Share that Asymco does.
I guess, to some degree, that's represented in a "Will you buy the same model during the next refresh" - and the answer to that question might be a good proxy for "How happy are you, one year later, with the value you receive from your smart phone"
That, too me, will be a key indicator of which of the mobile providers will prevail.
[1] http://www.asymco.com/2011/05/26/a-new-mobile-phone-market-i...