> Note there is no intrinsic reason running multiple streams should be faster than one.

The issue is the serialization of operations. There is overhead for each operation which translates into dead time between transfers.

However there are issues that can cause singular streams to underperform multiple streams in the real world once you reach a certain scale or face problems like packet loss.