My experience with Ubuntu (xubuntu 16.04.x) is that you really need a modern Nvidia card to get high/native resolution. Especially for someone who wants to run 3 monitors.
The tradeoff is that the CPU half of AMD's processors is kinda bad - they are all derived from either Jaguar laptop processors or Bulldozer, they desperately need to be refreshed with Ryzen. So Intel has the better CPU but a mediocre GPU (unless you splash out for Crystalwell), and AMD has mediocre CPUs but a good GPU...
AMD's non-APU processors (FX, Ryzen, TR, Epyc) do not have iGPUs however, same goes for Intel's lines of server chips (X99/X299/etc). This is something that is only in "client" processors.
http://www.dell.com/support/article/uk/en/ukbsdt1/sln115952/...