The original Greek statues didn't have pupils because they were painted on. Later artists emulated the Greek statues they found with the paint eroded away.

I mean, is it just in the difficulty of trying to sculpt them? Or that they'd look off depending on which way they sculpture was "looking"?

What's the statue in the first pic? I guess the material is marble, that's some damn impressive work.