ResearchBenchmarksRecursive circuit gate count analysis on LLaMA 13BFollow26,214,400Nova Gate CountNova24,903,68025,559,04026,214,40026,869,760May 21, 2026Evaluation ResultsMethodMethodLinksNova Gate CountHyperNova Gate CountCollapse Gate CountHyperNova/Nova RatioNova RatioNovanmax=5,120nmax=5,1202026.0526,214,400————Collapsenmax=5,120nmax=5,1202026.05——409,6003.264HyperNovanmax=5,120nmax=5,1202026.05—1,310,720———