An Android device running non-stock is a realistically better scenario. The big problem there is that the state of Android drivers means your hardware options are severely cut down (in practice, to a selection about the size of Apple's - the Pixel line and some assorted others).
With non-stock (assuming not jailbroken but just a totally different operating system) I think (I might be wrong... I should know for sure but I awkwardly don't) you aren't even allowed to use Google Play Services at all?
You are allowed to use Google services. There is even an alternative called microG which is compatible with apps requiring Google serivices but it sends "fake" data to Google.