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Earthquake does affect friendlies as well including the caster. How effective it will be against those mages depend on how well they are geared and how many times you can cast earthquake.

Something else cool to keep in mind about Earthquake is that if you have a blessed caster casting it with a death bless, the spell benefits from the increased chance to cause afflictions.