Have been going in August since 2005. There is a noticeable drop off in crowds the later you go but you can negate their impacts according to your touring style. We absolutely love the daily thunderstorms and, touch wood, we've yet to be impacted upon by a hurricane.
You'll have an amazing time whenever you choose to go so pick what best suits you.