To the best of my knowledge, and having asked a few Mexican friends, yes all jalapenos do turn red. I have personally grown 6 different kinds, No Heat, regular, Early, Goliath, purple and the TAM Mild jalapeno. I have also grown the Mucho Nacho which is a jalapeno relative.
Yeah go ahead...