I don't know what Ubuntu is doing with the RAM but I'm constantly swapping with all of the 16GB RAM filled on my work laptop with Ubuntu.

At home I have a desktop running Arch plus Gnome with 32GB RAM and I am at 7GB on a normal day and below 16GB at all times unless I run an LLM.