It depends on locality I suppose.

If your workload is spatially local, you're good on this machine and might also be good on a bunch of smaller boxes.

If spatially nonlocal but temporally local, your solution might work well.

If also temporally nonlocal, this machine might be your best bet; even if latency hurts bad, it might still be better than on any other hardware.