Glucose is a ubiquitous energy source for most living organisms. Its uptake activity closely reflects cellular metabolic demand in various physiopathological conditions. Extensive efforts such as positron emission tomography, magnetic resonance imaging and fluorescence microscopy have been made to specifically image glucose uptake but all with limitations. Here, we report a new platform to visualize glucose uptake activity in live cells and tissues by performing stimulated Raman scattering on a novel glucose analogue labeled with a small alkyne moiety. Cancer cells with differing metabolic activities can be distinguished. Heterogeneous uptake patterns are observed with clear cell-cell variations in tumor xenograft tissues, neuronal culture and mouse brain tissues. Hence, by offering the distinct advantage of optical resolution yet without the undesirable influence of fluorophores, our method will be a valuable tool to study energy demands of living systems with subcellular resolution.