Isn't all this achieved with a generic code signing certificate? What additional benefit does Apple's "notarization" offer, other than further fragmenting the market?
The page has a list. In short, you get a better experience with regards to Gatekeeper, and you will need to notarize your apps if you want them to continue to work on later versions of macOS.
