Agent Idle Time Wastes 80% of Costs; New Study Shows Fix

A peer-reviewed study finds model inference accounts for only 20% of agent costs, with waiting and orchestration consuming the rest. Switching orchestration layers cut cost per task by 41% and boosted quality per dollar by 82%. CockroachDB confirms re-sent context alone drives 62% of inference bills.