Just a community service note in case anyone is confused by this. I saw my simple fading LED was nowhere nears as bright when using analogWrite() so I hooked up the scope and saw the PWM was only at a 25% duty cycle at a value of 255.
I wish we had a master FAQ someplace. Would be nice just to add all the little gotcha to it.