An EC2 I3 has up to 3.3 million IOPS.
https://aws.amazon.com/about-aws/whats-new/2017/02/now-avail...
https://aws.amazon.com/about-aws/whats-new/2017/02/now-avail...
Anyway, the point is you do not need to spend anywhere near $32,500/m to get that kind of performance from AWS. (As long as you don't mind using non-EBS storage.) In this case, an i3.16xlarge is $27,856 per YEAR (if paid upfront).