What is the best Linux distribution for old computers?

Ubuntu has a user interface that is specific to Ubuntu and is now working on its own display server. It also tends to have configuration that is done slightly different (and arguably more beginner friendly) than elsewhere.

So while this is a great Linux distribution in its own right, it might not be the first choice for someone wanting to learn Linux itself.