Mine wasn’t showing up either, but stopping the browser-sync with Control C a couple of times and deleting some of the html (did this to see if changes where showing up also must save the changes) now shows the favicon all the time. ( Windows 10 , Chrome )
Correction, I had also added this to the header and this seems to be the reason the favicon is showing.(the website that generated the favicon outputted this)