And along the lines of "consistent API" I think a related advantage is something analogous to an advantage of the tidyverse in R. If you have a consistent way to construct an analysis pipeline then you can build tools that interact easily, without needing centralized development.

Maybe we should consider some documentation laying out advantages/disadvantages for advanced users as part of the 'ecosystem development' stuff