I have 8GB of RAM and my page file is almost never touched. On my desktop, i run the pagefile on my spinner drive and since it's hardly used, it hardly seems to have any bearing on performance.
If it was ok to run without a page file, I would think MS would shut it off upon sensing you have enough RAM, but they don't. It's just like they disable defrag when it senses you have an SSD.