For me specifically, Atom was mostly replacing Notepad++. At the time I was testing out Atom, I found that it didn't consistently save the documents you had open during your last session. There may or may not have been other things, that's the biggest one I remember.

Neither it nor Notepad++ could handle gigantic text files, which is a real shame as well, though not a point of comparison.