Patrick, The window can appear after the first shot depending on how fast a player tries to claim the bounty. There are also additional reasons why this could happen, for example the speed of your Internet connection, which determines how fast requests are sent to the game. But the initial chances are the same for everyone, since all players that have not initiated the bounty have to wait the same amount of time.