It's not really true that black wallpaper saves battery. Black wallpapers have been shown to make almost no difference on smartphones.

I mean I guess if your primary use of your laptop is sitting on the desktop with no windows open, just staring at it?

I agree. Black and white often pop up against certain types of content (e.g. white spreadsheets on black background, dark mode terminals on white), but gray's a good compromise.