Ironically, a work-sample test which WAS the same across every developer would be closer to an IQ test than if that work sample test were tailored to the role.

There's probably a solid argument for giving every candidate for the same role the same work sample test; otherwise you might naturally want to randomize some parameters or choose from a bank (if you think "cheating" is likely).