Frontier models' ability to control robot arms is doubling every 54 days

Published 28 October 2026

Tests of nine multimodal models across six real-robot tasks found execution rates improving 4.4x and costs per subtask falling 6.2x. Efficiency and precision, rather than reasoning, remain the main limitations.