A well-known still-private YC unicorn has a similar spend to this, if not more.
Thousands of beefy EC2 instances, petabytes of warm-to-hot S3 objects, chunky RDS instances and a large data warehouse add up pretty quick.
It's important to note that these negotiated prices are way, way less than the sticker price. It's a win-win.