Using a bootable USB installer thumb drive, I installed High Sierra on two Macs.
I did not look closely at the clock, but I think my MacBook Air (2013) took about an hour, my Mac mini (2010) took maybe 75 minutes.
The remaining time gauge has not been accurate for me for several macOS releases, so I ignore it. It often stalls at some point and appears that nothing is happening, but I just let it go.
A couple of times, I have started an install right before going to bed and let it run through the night for however long it needs.