definitely this. Can get more expensive quick too, especially if a video requires multiple locations, multiple actors, multiple actors speaking, etc etc.
Also I can't remember if Adam does this, but most the industry will have different price tiers based on what you want to do with it. Running something on your homepage is a whole different ballgame compared to homepage + TV ads.