2003 Pontiac Montana Begins to crank, but then starts click

The engine worked fine the day before while shopping and always starts on the first crank. But today when the key is turned it begins to crank, but suddenly starts clicking. Nothing was left on to drain the battery. Trying to jump it from another vehicle does not change or help at all. I am thinking the starter maybe or the battery but I don't really know!