My question is how would one determine which GPUs are compatible with this?
I guess any GPU that works on x8 PCIe gen 3 and can power itself from that or supply its own external power? (Datasheet says the fully loaded board is 150W btw.) You'd probably have to limit yourself to whatever has open source drivers for Linux.