I forget what he said in the video, but generally this thing can be a little surprising because even a pretty decent looking bet can blow you up with high probability if you size it wrong.

The other side of this is Shannon's Demon: a sort of crappy game can be made into a profitable one by sizing it properly (and rebalancing).