They must still have the capacity , yet not be able to maintain a decent voltage under heavier load. It sounds as if their current capability has diminished (increased IR)

It would be neat to graph one of your tired packs along side a new one, I think you'd see the difference easily. Possibly in addition to cold storage a higher quality pack might be an answer too.