Sorry, don't know about the Gateways. However, for your reference, the oldest Cpu's I've used for Mame cabs are a Celeron 300 and AMD K6-450. I tried them on a couple of old motherboards and relatively low ram.
Except for a few games, these were able to play roms upto approximately 1990 era.
For your info.