Sounds terribly much like a bad battery to me. (I just got myself my third one.)

In any case, both graphs should drop pretty gracefully, with spikes correlating with your use. If it really just drops from 80% to 20% in a matter of minutes ( or less than an hour, for that matter), I'd definitely go shopping for a new battery.