ResearchBenchmarksReasoning on MMLU-Pro (Accuracy, Latency, and Relative Performance)Reasoning on MMLU-Pro (Accuracy, Latency, and Relative Performance)Follow75.3MMLU-Pro AccuracyORCH69.78871.21972.6574.081Feb 2, 2026Evaluation resultsMethodMethodLinksMMLU-Pro AccuracyAvg Latency (ms)Relative Accuracy Gain (pp)ORCHrouting=EMA-routerrouting=EMA-router2026.0275.319,645.719ORCHrouting=EMA routing, c...routing=EMA routing, consistency=K=2, m=12026.027489,46217.7ORCHagents=3, routing=fixe...agents=3, routing=fixed route2026.0273.318,263.417.6ORCH-1excluded_model=XAI, in...excluded_model=XAI, included_models=OpenAI + DeepSeek2026.027016,873.814