I carried 18 discs for years. I've backed that off to 16 in the last year. All but two I believe saw at least one throw this past weekend.
Occasionally, I will carry overlapping molds (or two runs of the same mold) to see which one is working better. Eventually, the one that isn't working makes its way out of the bag.