I think that once you get past 8 APs or so there is no additional benefit. There are many stories on College Confidential about the kid with 15 or so APs but not much else getting shut out of elite college admissions.

One of my kids did 7 and the other 8 and that, combined with a rigorous schedule before that, was apparently sufficient for admissions for each of them.