The smatttering of any of the google apps is all you need. One you contaminate the device with google and google play services, then all bets are off. Your opportunities to turn off google tracking are the same for these as the pixel or other nexus phones.

Like don't use the google "now" or "pixel" launchers. Turn off google on tap. Etc..