It works the same on desktop as servers. I don't run anything that requires binary graphics drivers though (got far, far away from trying to use Nvidia on Linux

It works the same on desktop as servers. I don't run anything that requires binary graphics drivers though (got far, far away from trying to use Nvidia on Linux many years ago), so I can't speak to that.