You obviously have to spend some kind of amount before starting a new campaign, It really depends on how many keywords and adgroups you have, coupled with how much split testing your doing.
If its a simple campaign it should take no more than a couple hundred dollars to find out if its going to be profitable or not. Competitive niches can hemorrhage shitloads in a short space of time.