My girlfriend and I have this running bet. I told her the Gooch was the Bully who's name was Eugene!

She seems to think the Gooch was a female revealed in one of the later episodes.

What is she smoking!!!

The Gooch was a bully who tormented young Arnold. Ounce Arnold even stole a comic book to get in the Gooch's gang.