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The rise of non-Western powers, such as the BRICS or IBSA states, has entailed competing claims about how these powers act among each other and how they behave vis-à-vis the established powers. Do the rising powers form a counterhegemonic bloc to confront the “old” powers, creating potentially dangerous tension in international politics? Or do we observe an alignment of interests between old and new powers, suggesting accommodation and harmony? To examine rising power behavior systematically, this paper analyzes their voting behavior in the United Nations General Assembly (GA). We employ a spatial modeling technique (W-NOMINATE) to analyze more than 1,000 GA votes through which states reveal their policy preferences.