Actually the GIL is not necessarily an issue for NumPy since C extensions can break the GIL. I don&#x27;t see why this needs to be a winner take all competition between languages for statistics. It&#x27;s worthwhile to have different approaches and just because in the author&#x27;s opinion R is better than Python and Julia doesn&#x27;t mean that it is always the better option no matter what.