Meta unveils Muse Wonder AI models for agentic tasks: Here is what they can do
Follow UsMeta has announced two new AI models- Muse Wonder and Muse Wonder Full.
The company says the models deliver state-of-the-art performance across tasks involving coding, memory and AI agents.
The company also claims that the new models outperforms Claude Fable 5.1 (max) and GPT-6 Astra (max) on several benchmarks.
Meta has announced two new AI models- Muse Wonder and Muse Wonder Full- designed to handle complex tasks at work and in everyday life. The company says the models deliver state-of-the-art performance across tasks involving coding, memory and AI agents. They are designed to understand user needs, remember important details and work towards completing tasks with less guidance. The launch is part of Meta’s effort to develop personal superintelligence. The company also claims that the new models outperforms Claude Fable 5.1 (max) and GPT-6 Astra (max) on several benchmarks.
SurveyMuse Wonder and Muse Wonder Full: Key capabilities
Meta says the Muse Wonder series comes with two key features, Active Memory and Active Focus, to improve how AI agents work.
Active Memory allows the models to retain important details from previous conversations and use them when needed. This could help users avoid repeating information when working on ongoing tasks.
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We’re excited to introduce the Muse Wonder series with Muse Wonder and Muse Wonder Full, our most capable models yet. Both are frontier models, built to deliver state-of-the-art performance for personal and professional agentic tasks. Muse Wonder is available today via the Meta Model API and Muse Code. Muse Wonder Full is available today for Muse Code subscribers. Muse Wonder will also soon power experiences in our personal agent product, Muse, rolling out first to subscribers.
— AI at Meta (@AIatMeta) October 12, 2026
On the other hand, Active Focus helps the models work on complex tasks over longer periods. Instead of stopping when they encounter a problem, they can try different approaches, adapt to new information and work through challenges. They can also ask users for clarification when required and check with them before taking important actions.
Meta says the models deliver strong coding capabilities. They can handle projects that require changes across multiple files, repeated testing and revisions. The company has trained them on long-running tasks to help them maintain progress throughout the development process.
According to Meta, the models have also been trained to protect private information and resist malicious instructions. This is particularly important for personal AI agents that may access messages, calendars and private documents. The company described Muse Wonder as its “most aligned model to date.”
Muse Wonder and Muse Wonder Full: Availability
Meta Muse Wonder is available through the Meta Model API and Muse Code. Meanwhile, Muse Wonder Full is currently available to Muse Code subscribers.
Meta also plans to bring Muse Wonder to its Muse platform, with subscribers getting access first. The model will support features such as generating content and handling tasks that require greater intelligence.
In the future, Meta plans to use Muse Wonder to develop specialised AI models that can reach more people through Muse.
“We hope that Muse Wonder and Muse Wonder Full give more people the power to pursue their dreams and build the world they want. This is a major technical step toward personal superintelligence for everyone, with much more to come,” Meta said.
