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AI Rankings

Muse Wonder: Score, Price and Context Window

Where Muse Wonder from Meta ranks, what it costs and how much text it can read, in plain numbers with the sources.

Data updated

  • Meta
  • Closed weights
  • Released Oct 2026

Its score range overlaps with GPT-5.6 Sol, the model just above it, so a small gap in rank is not a meaningful difference.

Best for

  • Demanding tasks: its overall Epoch score is in the top 10% of models we track.
  • Coding help: people rate its coding answers in the top 10% on Arena.

These lines are worked out from the numbers on this page, not from hands-on testing.

Key facts

Overall score
161.8
Rank 12 of 270. Likely range 159.4 to 165.4.
Human preference: chat
1509
Rank 2 of 166. 6,001 votes, at the "Max" setting.
Human preference: coding
1545
Rank 6 of 166. 1,469 votes, at the "Max" setting.
Human preference: web pages
1651
Rank 13 of 85. 2,733 votes, at the "Max" setting.
Weights
Closed
Used through the maker's apps or API (Epoch AI: API access).

We do not have a list price and a context window size for Muse Wonder yet. It is shown as "Not measured" rather than guessed.

How Muse Wonder stacks up

Each strip shows every model we track as faint bars. The dot is this model. Better is always to the right, even for price.
Muse Wonder compared with all models we trackOverall capability: 161.8. Better than 95% of the other 269 models. Human preference: chat: 1509. Better than 98% of the other 165 models. Human preference: coding: 1545. Better than 96% of the other 165 models. Human preference: web pages: 1651. Better than 85% of the other 84 models.
  • Overall capability161.8

    Better than 95% of the other 269 modelsTop 10%

    Epoch Capabilities Index: one score that combines many tests.

  • Human preference: chat1509

    Better than 98% of the other 165 modelsTop 10%

    How often people pick its answers over another model's on Arena.

  • Human preference: coding1545

    Better than 96% of the other 165 modelsTop 10%

    How often people pick its answers to coding questions on Arena.

  • Human preference: web pages1651

    Better than 85% of the other 84 modelsTop 25%

    How often people pick the web pages and small apps it builds on Arena.

Compared with the other published models that have each measure. Data updated 26 Oct 2026.

Test results

Each test checks one kind of skill. Place shows where it stands among the models that took that test.
  • OTIS Mock AIME

    Maths competition problems in the style of the US AIME exam, from the 2024 and 2025 sets. Every answer is a whole number.

    99.4%

    Place 14 of 174

    tied with 1 other

  • FrontierMath (Tiers 1-3)

    Original, very hard maths problems written by mathematicians. Each has an exact answer and the problems are kept private so models cannot have memorised them. This is the Tiers 1 to 3 set, version 2.

    82.1%

    Place 15 of 87

    tied with 1 other

Questions about Muse Wonder

How much does Muse Wonder cost?
We do not hold a list price for Muse Wonder yet, so we cannot compare its cost. Check the maker's own price page.
Is Muse Wonder open source?
We list Muse Wonder as closed: it is used through its maker's apps or API and its weights are not published (Epoch AI lists its access as "API access").
How good is Muse Wonder compared with other AI models?
On the Epoch Capabilities Index, Muse Wonder scores 161.8 (likely range 159.4 to 165.4), which ranks 12 of 270 models we track. On Arena's human-vote text board it is ranked 2 of 166. Scores close together are a tie in practice.
How does Muse Wonder compare with GPT-5.6 Sol?
Muse Wonder scores higher on 2 of 6 shared quality measures, GPT-5.6 Sol on 1. 3 measures are too close to call. See the full comparison for every measure.
How current are these numbers for Muse Wonder?
The newest data on this page is dated 26 Oct 2026. Scores come from Epoch AI and Arena, prices from the open LiteLLM price list.

Where this data comes from

  • Epoch AI: Benchmark data: Epoch AI, 'Capabilities & benchmarking', epoch.ai/benchmarks (CC BY 4.0). We match models across sources, rank them and show them in charts. Scores are not changed. Epoch AI does not endorse this site.
  • Arena (formerly LMArena): Human-preference ratings: Arena (arena.ai) leaderboard dataset, CC BY 4.0. We keep the latest published ratings, match them to models from other sources and rank them. Ratings are not changed. Arena does not endorse this site.

Newest data on this page: 26 Oct 2026. Prices are list prices and change often, so confirm on the maker's site before you buy. Sponsors never change a score or an order. How we calculate this · Report a mistake

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