If you look at it logically, it only makes sense.

With these Supercomputers, you often run on very specialized Hardware which you have to write costum kernels and drivers for, and if you arent willing to spend millions to get Microsoft to support it, your only other Option is Linux really

Not really, we are not in the eighties anymore, modern supercomputers are mainly a bunch of off the shelf servers connected together