Robotic arms have a well-documented history of being frustratingly bad at picking things up. Anthropic’s Claude Fable 5.1, released September 1, 2026, just made a significant dent in that problem.

The model achieves a 40% success rate on robotic pick-and-place tasks, up from 5% for its predecessor Claude Fable 5.

What changed under the hood

Fable 5.1 is engineered for long-horizon agentic work, the category of tasks where a model needs to plan, execute, and recover across many steps without a human holding its hand. Coding pipelines, scientific research workflows, and complex business automation are the target terrain.

The benchmark numbers reflect that focus. On Terminal-Bench-Science, Fable 5.1 scores 52.6%, compared to 24.7% for Fable 5. OSWorld 2.0 strict completion climbs from 36.1% to 41.7%. AutomationBench, which tests multi-step software automation, rises from 17.1% to 31.4%.