We compare our results with other state-of-the-art devices in terms of translation efficiency vs. pump power. Solid/dashed lines show the scaling in LiNbO3 (blue) and Si3N4 (red) resonators/waveguides, respectively, which agree with theoretical estimates in that and processes have linear and quadratic power scaling, respectively (Ref. 23 is distinguished from others due to its cavity frequency mismatch.). Through resonance enhancement and careful mode engineering, our device is projected to reach a translation efficiency of (274 ± 28) % at 1 mW, which is comparable to that of the best device. This represents a many order of magnitude improvement relative to the waveguide case, where the process is over 50 dB smaller in efficiency than the case at 10 mW, μ: micro. wg: waveguide.