There is a ton of stuff that can cause this but often overlooked is a missfire due to a weak coil or poor spark plug. A compression test would probably be a good idea. Worn valve guides could be another issue.

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1988 325is (purchased new) sold
2004 X5 3.0 2005 X3 2.5
2008 X5 3.0 (new to me)