If you're curious,
this page shows the scalability targets for Azure storage. Each blob is guaranteed 60 MBps of throughput and 500 requests/second, subject to the 20Gbps overall account limit. It's often possible to go past the 60 MBps limit, but not guaranteed.
For scale beyond 60 MBps per document, you'd want to deliver the content via
Azure CDN.