When I was running Nicad's and NiMH's I stopped using packs when their actual capacity dropped to less than 90% of their rated capacity.
I switched to A123's last year and have not needed to change out a pack so far. I will be interested in what the consensus is in this thread on when to dump old A123 packs though.