Recent works on contemporary China stress the importance of the nonmarket economy in shaping a pattern of state-society relations quite unlike those found in capitalist economies. Nevertheless, these studies present strikingly different pictures of the Chinese case: a new, party-dominated, divided, yet compliant network society on the one hand; and an enduring, localistic, solidary, and resistant cellular society on the other. The author suggests that such divergent images may be partially reconciled if local variation (by region and social sector) is systematically incorporated into our models of Chinese politics. Calling for a nuanced and dynamic approach to state-society relations, the article argues for the importance of historically grounded research.