I'm attempting the exact same thing four days after you (landing at 12:55pm) and have seen a few people asking this question. The general consensus seems to be that we don't need to buy in advance for the 2pm unless traveling on weekends or holidays. Hopefully, one of the regulars will chime in and confirm.