Orchestration-Plan Simulation

OrchBench (Ren et al.): score a multi-agent orchestration plan without running workers — a deterministic simulator over a fixed task DAG correlates r=0.816 with real Claude Code quality at ~1% of the tokens; transfer coverage dominates agent count, multi-agent wins only under context pressure, and the headline correlation weakens sharply once the weakest planner is dropped.