The summer months, when the masses throng to the parks, are the worst time for crowds and feature hot, sticky, humid days. Go near the end of the week, on a Thursday or Friday. The pace is somewhat fast Monday through Wednesday, with the heaviest crowds on weekends and during summers and holidays.