In my experience the ubuntu nvidia packages were hopeless, I forget exactly what it was but I think even basic stuff like hardware video decoding was not working.

Anyway just basic stuff wasn't working and IIRC the GPU fans would stay at 100% all the time. Just terribly broken.

I'm overall happy with the .run drivers from the site except when they come up at the wrong resolution and need reinstalling as I described.