So what? They can still track you across devices. Especially if they use some 3rd party ad SDK, which might use the Google advertising ID, or some other identifiers.
Separate devices draw a line in the sand, rather than just accepting amorphous insecurity as inevitable. And then you can work on slowly moving your usage patterns away from the surveillance-foregone devices.