Fair enough. Of course, I am only drawing on my own anecdotal experience. However, the big companies you mentioned above, Facebook, Google, and Microsoft - I would propose that they are truly exceptional in "big company" culture. Like one-in-a-million exceptional.
Perhaps my experience in each world was exceptional, but I have a feeling they were rather typical.