Having caught 100's of chain pickerel and a few dozen NP, my best guess is at the same size both species have almost the exact same mouth size.
Ditto. I've also caught chain pickeral and mounted a couple for a taxidermist in Delaware and they seem to be identical as far as the buccal structure except smaller in overall body size.