Comment by donor20

And the thing is - single node can still scale ridiculously high without the orchestration overheads of distributed stuff.

You can do dual AMD 192 core CPU's (384 cores / 768 threads) with 9 TB of memory and a 24 disk SSD array in a 2U box.