From my experience it feels like the "de facto" server choice for CICD jobs that can specify. I don't know why that is, possibly just that it's widely available.

Ubuntu do a lot of work bundling proprietary drivers I think- probably the reason a bunch of popular distros are built on top of it (pop-os, elementary, mint)