+1 Whenever I create a favicon.png, I always run it through ImageOptim and I consistently get an optimised PNG that is about 30% to 40% smaller than the original.

Squoosh appears to support more modern formats (webp/avif) than imageoptim, so it should produce much smaller files

Imageoptim has been holding it down for some years when I need to quickly make an image smaller size.