Muse Wonder specs and limits
Muse Wonder specs and limitsMuse Wonder is a frontier multimodal reasoning model from Meta for personal and professional agents, long-horizon coding, and computer use. It combines Active Memory, which carries relevant context across conversations, with Active Focus, which keeps it working through blockers toward a goal.
Muse Wonder price per 1M tokens
No pricing available.
Prices in rubles as of 13.10.2026 at the CBR rate: 1 $ = 83.92 ₽.
Muse Wonder specs and limits
- Context window
- 1.0M
- Max output
- 131K
- Input
- text, image, video, pdf, audio
- Output
- text
- Family
- muse
- Released
- 2026-10-12
- Updated
- 2026-10-12
- Also known as
- meta wonder, meta ai wonder, meta platforms wonder, muse spark wonder, llama wonder
What Muse Wonder can do
- ✓Reasoning
- ✓Tool calling
- ✓Structured output
- ✓Attachments / files
- ✓Vision (images)
- ✓Temperature control
- —Open weights
Muse Wonder benchmarks
| Benchmark | Score | Metric |
|---|---|---|
| Harvey Legal Agent Benchmark | 10 | all-pass rate |
| Finance Agent | 56.6 | accuracy |
| HealthBench Professional | 60.5 | length-normalized weighted rubric score |
| AutomationBench | 39.1 | strict pass@1 |
| GDP.pdf | 30.8 | score |
| JobBench | 70.5 | mean reward |
| OSWorld | 72.6 | mean partial score |
| OSWorld | 34.3 | binary completion rate |
| Terminal-Bench | 52 | accuracy |
| DeepSWE | 78.8 | pass@1 |
| SWE-Marathon | 53.1 | pass@1 |
| ProgramBench | 50 | share of rollouts passing at least 95% of tests |
| Artificial Analysis Intelligence Index | 52 | index score |
Frequently asked questions
How much does the Muse Wonder API cost?
Meta does not publish a public price for Muse Wonder, so the catalog shows no token cost for October 2026. Check the provider documentation for current terms: as soon as a price appears in the source feed, this card and its ruble conversion update automatically.
How many tokens does Muse Wonder hold?
The Muse Wonder context window is 1.0M tokens (1,048,576). Everything shares that budget: the system prompt, the dialogue history, attached files and the answer the model writes. The figure comes from the Meta model card as of October 2026.
What are the Muse Wonder limits?
The context window is 1.0M tokens (1,048,576) and a single response is capped at 131K tokens, so longer output has to be generated in parts. Rate limits are set by Meta per account and depend on your plan rather than on the model, so they are not listed here.
How is Muse Wonder different from other Meta AI models?
Muse Wonder belongs to the Muse family at Meta. Models in the Meta AI line differ in context size, price per 1M tokens and supported capabilities, so compare them by the numbers on their cards rather than by the name. Every Meta AI model is listed on the provider page.
Can Muse Wonder reason?
Yes, Muse Wonder declares a reasoning mode: it works through intermediate steps before it answers. Those steps add output tokens, so a call with a long reasoning chain costs more and takes longer than a plain completion. Capabilities declared for the model: reasoning, tool calling, image input, structured output.
What capabilities does Muse Wonder support?
The declared capabilities of Muse Wonder are: reasoning, tool calling, image input, structured output. It accepts text, images, video, PDF, audio as input, and every attachment consumes tokens from the shared context window of 1.0M tokens. The list comes from the Meta model card and is refreshed with the catalog as of October 2026.