Looking through the sites root .htaccess file (where the W3 Total Cache Plugin rules are saved to) there’s relevant browser cache rules for the favicon.ico file.
AddType image/x-icon .ico
ExpiresByType image/x-icon A2419200
This should work, but according to GTMetrix it wasn’t working.
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