What router are we talking about?
If its a Cisco router, the router will go into setup mode bcoz:
i) there is no startup file in nvram.
ii) there is no tftp server set to boot from
Unless you are not familiar with cli, its always best to avoid setup mode bcoz its long. The quickest way to get fired is practise that at work.