Hope this reading helps reducing the confusion:
http://www.hangtimes.com/rcbattery_faq.html
http://www.hangtimes.com/nickel_metal_hydride.html
Do a pre-flight test under load each time and check also for binding servos that may eat a lot of juice in a short period of time.