Wouldn't really say it's the cheapest option...there are other providers like Lambda Labs or Ori.co where you can find them way cheaper

Tell me more.

At what scale were you able to get a significant discount and how much?

Most people will be (full) fine tuning on 8xh100 or 16xh100 for few days at a time.