When I start up my KDE session I use up about 130MB of RAM. This is with plasma and desktop effects running. I turn off stuff I don't need like nepomuk.
With a web browser (rekonq), file manager (dolphin), terminal (konsole), text editor (kate) and pdf reader (okular), I measured my RAM usage to be less than 200MB.
Proof: Clean start, after opening apps