Projects can start and end at any time of the year, so the "best" time will depend a lot on where you're applying. For QA, it's probably best to apply at least 6 months after the last game that studio shipped. Honestly though, I think there's so much variation that it's not really worth the effort to try to calculate. Just apply!
Programmer at Irrational Games