A single instance of a virtual space may be provided that can be simultaneously represented in at least two dimensions or three dimensions on separate client computing devices. Virtual space information used to facilitate presentation of the virtual space may be agnostic as to whether the virtual space will be represented in two or three dimensions. That is, the same virtual space information may be sent to one or more client computing platforms regardless of the dimensionality of virtual space representations presented by any given client computing platform. A determination may be made at individual client computing platforms as to whether to present the virtual space representation in two dimensions or three dimensions based on one or more metrics associated with the individual client computing platforms. Such metrics may include a computing power of the one or more processors, a communication bandwidth, a screen size, and/or other metrics.