Ubuntu
Ubuntu is both a philosophy and a Linux distribution named after the philosophy. This page is about the Linux distribution.
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Linux gives you a huge choice of user interfaces, Xfce, Cinnamon, Gnome, and many others. Which one is the fastest?
Start with your computer. Does your computer have a GPU, a Graphical Processing Unit? Some user interfaces can use a GPU for speed then switch to slower CPU processing on computers without a GPU.
The GPU might be a built in chip or an add-on card. There is a huge difference between the slowest and fastest GPU. The Cinnamon GUI will be faster with most GPUs.