In this paper we propose a more comprehensive understanding of the (recent) contrasted assessment of French competitiveness clusters, by exhibiting the protean nature of both clusters’ structures and clusters’ performances. Applying data analysis techniques to clusters’ scoreboard data, we build an original typology of French clusters. We conclude that clusters’ morphology may explain their performance, thus calling for a more differentiated governance of those meta-organisations.