Common mistakes include mixing abstraction levels, over-modeling trivial details, inconsistent relationship usage, creating monolithic models, ignoring stakeholder needs, poor model structure, unclear naming conventions, and modeling implementation details rather than architectural concepts requiring strategic focus.