None of them sounds odd! All are correct. From lowest register to highest, I would rank them, if forced, as "totally", "fully", "completely", "entirely", but they are so close that they all fall into that huge class of ordinary, everyday expressions.
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What is the difference between I agree completely and I completely agree with you?