I'm of the opinion that programming is more an art than a science, so to me asking the objective metric of programmer productivity is like asking the objective metric of painter productivity.

In my experience, if you're technical you just kind of know if a programmer is good or not. If you're not technical, you find a technical person you trust and ask them.