I have a video taken under rather marginal light, at high ISO. When it's playing, both in Premiere Pro's preview panel, and in the exported .MP4 it doesn't too look bad. But when I pause it in the preview panel it looks MUCH darker and grainier. This is consistent no matter what frame I stop it on.
I've attached two screenshots, one made while it was playing and the other when it was stopped.