Why are Chimpanzee and Bonobo mating behaviors so different ?

I read somewhere that Chimpanzee are Patriarchal (Male dominated ) societies. Violence is a common theme and woman are polygamous. Bonobos on the other hand are peaceful, they are polygamous but live in matriarchal societies (female dominated ). Why this difference ?

I would like to hear all thoughts !
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