If it's falling out, it's more likely that the bracket which "grips" the tip of the jack has bent back slightly so there's no tension holding it in place.
It's unlikely to be the diameter of the barrel - they're made to a standard size, but if the fit was too snug they'd be too hard to use
Glad you like the Cleartones! :)