But did retail press your disks and prepare your packaging? Did they provide analytics?

Your Steam analogy is flawed due to selection bias - Steam is about games, and games are more similar to movies than apps. People want entertaining content (and a good amount) for that initial price.

Does Steam allow for freemium? What about ad-driven games?