MagicLab Studio’s EchoPolicy-0 tops MolmoSpaces Combined with 75.4% average success

What happened

QbitAI reports that MagicLab Studio’s EchoPolicy-0 ranked first on MolmoSpaces Combined as of October 13, 2026, achieving 75.4% average success across all four v1 manipulation tasks in 3915 evaluation episodes. Its 3.4B-parameter MagicBrain ranked fourth with 72.4% average success and 94.4% grasping success. EchoPolicy-0 combines VLM-guided candidate trajectory selection with execution checks, while MagicBrain uses visual markers and post-training to connect target locations with actions without changing the VLA architecture.

The story so far

MagicLab Studio’s EchoPolicy-0 ranked first on the MolmoSpaces Combined benchmark with 75.4% average success, while its 3.4B-parameter MagicBrain ranked fourth with 72.4%, QbitAI reported. The rankings were current as of October 13, 2026. EchoPolicy-0’s result covered all four v1 manipulation tasks across 3,915 evaluation episodes; MagicBrain also recorded 94.4% grasping success. The two systems use different approaches to manipulation. EchoPolicy-0 combines vision-language-model-guided selection of candidate trajectories with execution checks. MagicBrain uses visual markers and post-training to connect target locations with actions without changing its vision-language-action architecture.

Keep reading

Trending now

1. 1Meta Releases Muse Spark Open With Mac and Cloud Support, Topping US Open-Weight Index
2. 2Google Launches Gemini 4 Argon Globally, Expands Paid Access as Benchmark Results Vary
3. 3OpenAI Updates GPT-6 Astra Pro in ChatGPT With Parallel Agents and Faster Responses
4. 4Meta’s New Business Terms Raise Dispute Over Website Crawling and AI Training Rights