Applying multiple svg filters on top of each other in the needed order resulted in Firefox dropping the filters completely. I filed a bug for Firefox: https://bugzilla.mozilla.org/show_bug.cgi?id=1873644 As soon as it is fixed there will be a Firefox extension, and the live demo on the site will start working.