Supported metals are a widely applied class of industrial catalyst, [1] with properties depending on the size, shape, and structure of the metal species. [2,3] The sensitivity of the catalytic properties to the structure is maximized when the structures are smallest [4] and the interactions of the metal with the support maximized.[5] Consequently, attention has increasingly been focused on metal species in the size range between single-metal-atom (mononuclear) metal complexes [6] and clusters [7] that incorporate less than about 10 metal atoms. Work on such catalysts is now emerging from industrial laboratories, especially those concerned with supported platinum for hydrocarbon conversions. [8,9] Understanding of the properties of such highly dispersed metals is benefiting especially from the application of atomic-resolution scanning transmission electron microscopy (STEM). [10] Recent reports, including those from industry, [11] illustrate the power of this technique, especially when used in concert with spectroscopic methods.[12] Important next steps are determination of the nuclearities and three-dimensional structures of supported metal clusters present in mixtures typical of industrial catalysts.Three-dimensional structures can in prospect be determined by tomographic imaging techniques, but the methods require long sample exposures for imaging at multiple angles, [13] and beam-sensitive samples do not survive. Consequently, atomic-resolution tomography of small supported metal clusters has not yet been achieved with this technique.To acquire such information about highly dispersed supported metals, we took a different approach, pushing the limits of imaging by aberration-corrected STEM, characterizing small three-dimensional metal clusters by their twodimensional projections. Thus, we extracted 3D structures from atomic-resolution images acquired with short dwell times to minimize the influence of the electron beam on the samples-without significantly compromising the signal-tonoise ratios. We illustrate the approach with a characterization of MgO-supported osmium clusters having nuclearities of 10 and less in mixtures of planar (2D) and 3D structures.The metal was chosen to be osmium because oxidesupported osmium carbonyl clusters are catalysts for reactions including alkene isomerization [14] and hydrogenation, [15] carbon monoxide hydrogenation, [16] and alkane hydrogenolysis.[17] Osmium offers the further advantages of being a metal that is a) heavy, offering high contrast with supports consisting of light atoms in STEM imaging, b) synthesizable in the form of carbonyl clusters of various nuclearities, and c) relatively stable in the electron beam.[18] These clusters have been synthesized as osmium carbonylate ions in basic solutions and on basic supports. [19] MgO was chosen as the support because it is a) basic, facilitating the cluster syntheses, b) composed of light atoms, for contrast with osmium in STEM imaging, and c) present in the high-area powder form as highly crystalline particles that are s...