You have a five minute editing window.  (Same as for editing questions and answers without showing as a new edit.)

There are no limits on deleting your own comments.

I know there should be a better SO.meta post about it, but I did find http://meta.stackexchange.com/questions/33997/please-ditch-the-five-minute-window-on-comment-editing.