Indie video game development saw a further boost by the use of crowdfunding as a means for indie developers to raise funds to produce a game and to determine the desire for a game, rather than risk time and investment into a game that does not sell well. While video games had used crowdfunding prior to 2012, several large indie game-related projects successfully raised millions of dollars through Kickstarter, and since then, several other similar crowdfunding options for game developers have become available. Crowdfunding eliminated some of the cost risk associated with indie game development, and created more opportunities for indie developers to take chances on new titles.