I highly suggust going either late May or late August/early September. On a weekday if possible.
Me and a friend did that late August on a weekday and my god we waited like a minute at the most for every ride.
Late May is somewhat annoying unless you’ve got good luck and you’re stealthy and can hide in the bathrooms when they try to kick you out for the Science classes. You’ve been forewarned.