I use Gnome (with Dash to Panel and ArcMenu) mainly because it feels more polished to me. To your 3 points (stable, speed, safer) I’d say they are pretty similar, the only thing I remember is that KDE had problems with global themes (KDE advises extreme caution after theme wipes Linux user's files) but I think thats fixed by now (not sure).
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