Smartphone manufacturers receive millions to billions from Google or Apple for placing their software on your phone. You should definitely remove these apps.
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Of course, this is only worthwhile if it has a benefit: The pre-installed software collects data and analyzes your habits. You should therefore remove bloatware (sometimes this is not possible without root permissions) or install a custom operating system such as GrapheneOS.