> There are probably more sites where the auto-playing video is an annoyance than where it is the thing you came to the site for, and so blocking auto play is probably a net win for most people--but will they perceive it that way?

I don't know about that. I would think YouTube alone easily accounts for the majority of autoplaying videos that users encounter.