For development purposes, it seems like head-count per-project is a more useful metric?

My impression from a past life was that even large companies didn't frequently staff hundreds of developers on the same project. Even if they might have thousands of developers overall.

200 developers is fairly decent size team for a single product. There are many teams at FB or Google that are smaller then 200 devs.