Remember that if stockfish uses tablebases and opening books it's really "cheating" by using human knowledge.
Although I am surprised that they reduced the hashtable so much and also used stockfish 8 when stockfish 9 was available. It was not RAM but just the hashtable size also their "test" has been replicated by plenty of people.
We have our own "replica" of the NN playing chess in lichess.