Do you like the personalized recommendations because of channel subscriptions?
I always get the "anonymous default" home page with YouTube and don't care. The home page is just a wasted load before I can start typing in the search bar. As a bonus, staying incognito means all the videos on the right-side panel are related to the current video. Not related to a music video I have playing in another tab.