Dense gas dispersion was modeled with variable density, large-eddy simulation. High-quality inflow profiles were generated in precursor simulations. Results compare excellently to wind tunnel experiments. Dense gas significantly alters the flow field yielding a wider and shallower plume. Stably stratified region does not coincide with maximum concentration.