SOEN vs GPU: Intelligence per Watt

An interactive model comparing effective synaptic operations per second deliverable at a fixed wall-plug power by superconducting optoelectronic networks versus conventional GPU farms. Sliders set the total power budget, the SOEN device energy per synaptic operation, the 4 K cooling overhead, and the GPU effective energy per synaptic operation. Outputs show synaptic-ops-per-second for each on a log scale, the ratio, human-brain equivalents, and how the SOEN power budget splits between compute, cooling, and support.