It almost certainly would require more than 20x servers because setting up horizontal scaling will have some sort of overhead. Not only that, there is the signi

It almost certainly would require more than 20x servers because setting up horizontal scaling will have some sort of overhead. Not only that, there is the significant engineering effort to develop and maintain the code to scale. If your problem can fit on one server, it can massively reduce engineering and infrastructure costs.