I was just reading some scientific study I found online a couple of days ago, and it ranked them like this:
BEST was actually 2 days before, followed by O day, followed by 1 day before.
But I agree with the PPs, day before, then two day, then day of O.
Oh, and mostly I agree with Sandy - when in doubt, do 'em all!