> From first principles I think youre right, but also Anthropic is making something like 80% margins.

I'm skeptical that they are operating at anything but a loss. 80% margins on a specific product (API) might still not cover the losses on the other products (Free tier, subscriptions) and their expenses (operating costs, training, research, etc).