The browser support is kinda weak right now… https://caniuse.com/?search=avif …but I suppose you could add it manually, and then use other image file types as fallbacks.
According to that web page, JPEG XL is better (it says, "more feature-rich"), but the browser support for that is even worse… https://caniuse.com/jpegxl