Nope, it's better earlier in the month but there can still be lots of birds around later, with a few migrant warblers occasionally into early June.
In addition, there are some late migrants that those who go early to Pelee frequently miss: Connecticut Warbler, both cuckoo species, Whimbrel, some of the Empidonax flycatchers.