I put Antix on a 2Gb 64bit HP Atom. Worked well for notes and browsing. Oddly an SSD seemed to make little difference to performance compared to the previous HDD. Old architecture I guess.
Linux
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Linux is a family of open source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991 by Linus Torvalds. Linux is typically packaged in a Linux distribution (or distro for short).
Distributions include the Linux kernel and supporting system software and libraries, many of which are provided by the GNU Project. Many Linux distributions use the word "Linux" in their name, but the Free Software Foundation uses the name GNU/Linux to emphasize the importance of GNU software, causing some controversy.
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AntiX.
AntiX or Alpine
Fedora.
It seems to be easy to manage and fast to install.
SUSE is slow to run and self-update.
Debian is far behind and Ubuntu seems to always have an issue during or right after installation.
ZorinOS
Mx linux with fluxbox
Probably Fedora.
Why wouldn't Debian run?
Debian is the OS, with its package manager and some applications suggested by default. You can install Debian with X, without X, with a certain window manager or another, etc. So... Debian WILL 100% run, the question rather is WHICH software should you pick that gives the best compromise between ease of use (specific to that person) AND performance (specific to that computer).
PS: to be clear, that's the same for other distributions. There are distributions that specifically target older hardware and that in turn might facilitate the process but usually if you do check how such distributions are done, they are basically Debian (or NixOS or Alpine or whatever) with a specific package selection. It's rare (if ever? counter-example) to have anything special that would somehow "boost" performance for hardware, especially here when it's rather common hardware.
FWIW I did run on old hardware with ratpoison and had a blazing fast experience, much more responsive than "top" hardware back then. So... yes IMHO it's about the wm/de usually, the rest follows. Obviously you can't run super demanding software, e.g. video editing, 3D modeling, etc but that's usually rather obvious.
Heavily customized LFS
Debian, gnome, Dash to Panel extension, and WinTile extension. It will feel a lot like Windows. Then add OnlyOffice since it looks nearly identical to MS Office.
Lubuntu has always been solid for me for low spec machines.
With only 2 gb of RAM it will be slow, there is almost no avoiding that part.
it will be slow
Then it's a bad recommendation.