Well, as it says in the documentation I linked:

unlike canonicalize absolute does not resolve symlinks and may succeed even if the path does not exist.

Primarily, the latter part is what I want. There's just sometimes situations where a path doesn't exist (yet), but you want to know what it would look like as an absolute path.