Red buttons are NOT better than blue buttons. I have hard data for my gratuitous space battles index page demo button:
In fact they are much worse:
original
variation
Nothing beats hard data. Extrapolating from this is probably less helpful, given that my page is mostly blue so it might have ‘jarred’ but I had guessed that might be a good thing. it wasn’t.