No other combinations of F keys or Ctrl+F works to get into setup. I double check to make sure mouse and keyboard were correctly plugged in, yes they were. No PS/2 pins bent. Switched them just to try it, nothing. New board is smaller so unused standoffs are not a problem. All other standoffs match old board. Fit of new board seemed good.

I'm guessing I'll be RMA'ing another board to Newegg.