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Your next Windows PC may need at least 16GB of RAM
(www.ghacks.net)
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Ubuntu is by far the most popular distro and it is no more efficient than Windows, on the contrary. RAM usage in particular is worse.
Try Linux Mint with XFCE. I don't see this RAM usage issue at all. I have Firefox open with several other apps in the background again running XFCE with Linux Mint (Based on Ubuntu), it's using 1.9GB RAM total (thus below the 2GB).