The Gitlab UI is /fine/, but the speed is what gets me. On github, even if I have thousands of commits, the UI is instantaneous. If I click on something, the load time is less than a second for me. So I switched to Github and paid for the private repositories. I absolutely didn't mind paying for this since Github is so fast for me and seems to be adding pretty cool new features (code review enhancements on PR, for example).
I still have one of my repositories on GitLab and it's still slow when I do things like browse commits, view source files, etc.
It's not just Gitlab though. Bitbucket is pretty slow for me as well, though not as slow as Gitlab. I would guess that Github's caching algorithms are much better than either of those two to really make pages seem snappy.