Meta AI3 mins read

Meta’s Muse Wonder Full Pushes Into the AI Frontier Tier

Meta’s new Muse Wonder and Muse Wonder Full models post major benchmark gains, especially in agentic coding and autonomous problem-solving, but higher performance comes with a much steeper cost profile.

Meta Muse Wonder model image
Image credits:Meta

Meta’s New Models Move Up the Frontier Rankings

Artificial Analysis Intelligence Index results for Muse Wonder Full
Image credits:Artificial Analysis

Meta has released Muse Wonder in two variants: Muse Wonder and Muse Wonder Full. According to The Decoder, Muse Wonder Full scores 56 points on the Artificial Analysis Intelligence Index v4.3, while Muse Wonder scores 52, up from 48 for Muse Spark 1.3. Muse Wonder Full places in the top three on six out of ten benchmarks, signaling a notable jump from Meta’s previous mid-tier position.

Agentic Coding and Problem-Solving Drive the Biggest Gains

Meta benchmark results for Muse Wonder models
Image credits:Meta

The strongest improvements show up in agentic evaluations, which test how well a model can handle complex tasks independently. Terminal-Bench 4.0 performance rose from 33 to 57 percent, while Muse Wonder Full reaches 68 points on the Coding Agents Index. The model also solved 94 out of 100 problems on ProofBench, up from 58 for its predecessor.

New Features Target Personal AI Agent Use Cases

Meta highlights two capabilities: Active Memory and Active Focus. Active Memory is designed to remember key information across conversations, while Active Focus helps the model stay with difficult tasks, try alternate approaches, and ask follow-up questions when needed. Both features support Meta’s broader pitch for a personal AI agent that can work with calendars, messages, and documents.

Higher Performance Comes With Higher Costs

The performance jump brings a major price increase. Artificial Analysis puts Muse Wonder at $4.52 per task on the Intelligence Index, nearly three times Muse Spark 1.3’s $1.60. Token pricing also rises to $4 per million input tokens and $20 per million output tokens, compared with $1.25 and $4.25 for the predecessor; no token pricing is available yet for Muse Wonder Full.

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