Given the huge growth of the site in the first few years and the relative inexperience of the founding team with problems of this magnitude, I expect the story would have been the same with Python, Java, .NET, etc.

The simple Web Server -> ORM -> Relational database architecture that most modern web frameworks utilize can easily break down under tremendous concurrent load, especially if you attempt to run it on commodity hardware.