This paper aims to present the concept of Datagame, a category of Serious Game associated with data exchange. After having exposed the concept of Datagame, presented subcategories and associated titles, reviewed the notion of crowdsourcing, metrics and traces, we will explore if such games relativize the unproductive criteria of Caillois and if direct benefits could be addressed to players.