On one hand, AWS GPUs do seem a bit slower than bare metal, and it's theoretically (actually?) more expensive. Plus we get more control if we host our own.

But then again, running a data center is a problem that has been solved and I'm not sure we can create much value there. In practice, it will probably end up a bit of both, depending on demand.