LLM scores on a robotics benchmark reportedly doubled every 53.9 days from July to October 2026

Robocurve says LLMs had a score doubling time of 53.9 days on a robotics benchmark between July and October 2026, while speed increased by 4.4x and cost fell by 6.2x. A paper author says the work shows language models are increasingly able to manipulate their environment by directly controlling robots.