I do know that the competition is fierce especially among US nominees to get the games.
LA and SLC resulted in large surplusses. I'm not sure about Atlanta, although from what I've read they were deemed a "success"...whatever that means.
It all depends on infrastructure. LA didn't really have to build a whole lot. Same with SLC. Athens on the other hand had to build major venues and transportation.