It uses heap only as a fallback if maximum recursion depth is reached. The key difference between __introselect and the posted article is that __introselect use

It uses heap only as a fallback if maximum recursion depth is reached. The key difference between __introselect and the posted article is that __introselect uses pivoting to (ideally) "throw" away half of the array during each step.