Quantum Circuit Compilation Depth Across 637 Simulated Quantum Circuits

Abstract

Despite sustained attention from the research community, quantum circuit compilation depth remains difficult to study outside well-funded laboratories. We assemble a dataset of 2085 observations and evaluate three competing models under matched conditions. We observe a statistically significant effect (p < 0.03) that persists across all tested conditions. These findings suggest a practical path toward broader adoption in longitudinal cohorts.