The topography and geoid anomalies produced from an upwelling plume are sensitive to the depth of plume buoyancy, D-p, and elastic lithospheric thickness, T-e, both of which control the degree of compensation. We formulated spherically axisymmetric convection models of mantle plumes with temperature- and pressure-dependent viscosity to dynamically determine D-p and T-e and the resulting topography and geoid anomalies from the plume. From 10 cases with different Rayleigh number, activation energy, and activation volume, we determined T-e ranging from 100 km to 180 km and D-p that is approximately twice T-e. The ratio of geoid to topography, R-G/T, from these plume models is either negative or slightly positive (<0.03) at wavelengths that are most relevant to the Tharsis rise (low harmonics from degrees 2 to 4). The modeled R-G/T is significantly smaller than that observed for the Tharsis rise, suggesting that Tharsis is unlikely to be dynamically supported.