I'm not sure if you are talking about NiMH or NiCad batteries but near the bottom of this page is a graph showing the voltage for NiMH battieries. I'm sure the graph for NiCad is similar.
http://www.4gdo.com/batfaq.htm
They start out at almost 1.5V per battery and drop quickly to something closer to 1.2V.