The cause is partially clogged fuel injectors.

Buy a bottle of redline fuel additive (nothing else works). If that doesn't resolve the problem, then replace the injectors.

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Eugene

10 E63 AMG
93 300te 4matic
07 BMW X3
14 Ford F-150 Fx2