Scratch that, it is an AGP 4X slot.
Update, pulled out a newer computer, actually stole my son's, and put the ArcadeVGA card in it and it runs fine. Lot of flicker but it runs fine.
So, it must be my motherboard because I have the most recent AGP drivers and motherboard drivers for it.
Anyone have any suggestions?