You'd also have to trust that YT doesn't track you in the incognito window, given that it's still pretty easy to identify an user and you're also most likely using Google's own browser to hide.
If you really don't want to be tracked by Google, you should probably consider not using their services.
I personally don't care for better recommendations. I just need a functional subscription/notification system and much much better search.