> My personal anecdotal experience is that OOP lends itself well to very very large codebases.
In my experience Java / C++ style OOP creates very very large codebases in the same way. I think its quite surprising that many engineers don't seem to have any idea how much waste there is in their "clean" java code. (Or C++ that follows the same style).
I also almost always find it far easier to read dataflow oriented code or functional code compared to their OO counterparts because all the state transitions are made absolutely clear. In OOP, your system state is spread across every file in the project. Compare to, say, a website implemented using React/Redux. I can inspect a single object to see the entire state of the application. When there's a bug, usually either that object has the wrong value (so I know how to fix it). Or the object has the right value and the bug is in the rendered component. Easy peasy. In comparison, in a java program the bugs often show up between classes. They end up relating to the relative timing of function calls that mutate state. Or the lifecycle of objects conflicting in weird ways. Its much worse for comprehension and much more work to debug. (And yes, I've spent years working in both styles professionally.)