Just Wasted $200 on Reliablesite.net
I was under the impression (or just forgot to ask) that most of these providers offer a fit-Headless GS device to emulate a 2nd screen, so you can get display output from the GPU.
After spending hours setting up this machine, I then realized that sending video output via the GPU is not something they support, so I'm wondering if I could actually just file a dispute on the payment.
Regardless, lesson learned, but pisses me off.