For what it's worth, Duracell and others list 18 amp-hours for an alkaline D cell, which is 180 hours at 100mA. 9-v are rated 595mA-hours, so about 200 hours at 1.5mA per channel (average draw over the life of the battery).
Real-world tests seem to give a bit more than half the rating, I found 2 mentions of 12A-h for D cells and one of 300-500mAh for 9-v batteries. None of the tests are done at the low currents used in Quickie, and end-of-test voltages are all over the place. I figure the battery is dead when it drops to 2/3 of the nominal (1v for D cells, 6v for 9-v).
NiCd and NiMH hold a pretty constant 1.2v per cell until they die quite suddenly; that's a good voltage for quickie use.