Tucson is really nice in a lot of ways, it doesn't have walkability though which is one of the main components used in the analysis. If it's just a proxy for a certain type of city culturally (as I suspect it is) then in some ways Tuscon could fit the bill reasonable well with much better weather. SF has pretty great weather if you're comparing it to the East Coast, too bad the affordability data is clearly stale.