We love going in September for all the reasons everyone has already mentioned - low crowds, lower temps (but warm enough to swim), etc. We've rarely encountered more than a brief shower. The only negatives are the parks close earlier, which means some of the parades and fireworks are limited to only a night or two a week. But we can plan around that!