I don't think "exponentially" is quite accurate in anything ever billed as D&D. Magic-users in particular are extremely fragile, not "tough" at all -- as ambitious "inferiors" in the craft well know.
In 1st ed. AD&D (without Unearthed Arcana), nonhuman characters, druids, paladins, and rangers...