Actually, the higher the better. Have you ever heard of a Kenny Belle boost-a-pump? They output 17v to the pumps to give them some more flow.
I ran a stock pump, on stock wiring, stock lines, all the way up to 400whp. That was about the upper limit, I was seriously running out of flow by that time. (85% duty cycle on my 800cc injectors
)
If by 12v mod, you mean just disabling the stock system that switches between low and high voltage, I wouldn't worry about it unless it's not working. But if you mean re-wiring the pump from the tank right to the battery, it will make a world of difference. I now run both of my pumps straight off the battery, through a relay, and some 12ga wire. I have a lot more fuel than I did with stock power lines.