"Noticeable improvement" is hard to validate. It may sound different but you will have to judge whether it is an improvement over what you have.
My 2A3 amp is the only single ended system I have set up (in a small summer cottage) and it is probably my favorite system of the 6 systems I have in operation. It may also be a favorite due to novelty...and I don't get to listen to it that often. It is also the only system I have that is augmented with a subwoofer which also skews things.
I just built a single ended 6V6 system for a friend. Probably not that dissimilar to your Maggies. While I do like the amp a lot, I won't be all that sad to see it disappear later today, whereas if one of my kids took the 2A3 amp, I would definitely build another.