No, not nearly as tough as Chinese. Arabic (standard) is regularized, almost mathematical, because it WAS regularized by mathematicians in the early middle ages. For that reason, it is very predictable in its structure - very few irregular words/conjugations. It is a very beautiful, precise language with incredible nuance.