My graphing is always done in pencil, because fact is that a slight deviation in shape is all it takes for me to say "Not good enough..."
But I've heard that you can use either for sketching curves and etc.. My maths coordinator checked this a few days ago.
For your algebra and etc. I'd hope that you are using pen because they tell you to on the front page.