Muse Wonder
Meta charges Claude Opus 5.5's list price for a model that scores 44 on Artificial Analysis's index against Opus's 59: hard to justify unless images and video are the job.
Key facts
- Score
- 58 / 100, rank #22Tests64Price28Peoplen/aFit100
- Price
- $4 to read · $20 to write, per 1M tokens (Artificial Analysis: Muse Wonder)
- Typical mix
- $8 per 1M tokens (three parts reading to one part writing)
- Reads at once
- 1M tokens (about 750,000 words)
- Where you can get it
- Meta Model API, Muse Code, Gemini Enterprise Agent Platform (Google Cloud), preview
- Host it yourself
- No
- Released
- Oct 12, 2026
- Best for
- Analysis of images and video, Teams already buying from Meta
Muse Wonder costs $4 per million tokens it reads (input) and $20 per million tokens it writes (output) on Meta's list price (Artificial Analysis: Muse Wonder, read Nov 12, 2026). A token is about three-quarters of a word. See what every model costs for the same job.
Independent tests
| Test | Result | Who ran it | Read |
|---|---|---|---|
| Artificial Analysis Intelligence Index (max) | 44 | Artificial Analysis LLM leaderboard | Nov 12, 2026 |
| Humanity's Last Exam, Diamond (Scale) | 37.30 | Scale Labs: Humanity's Last Exam (Diamond) leaderboard | Nov 12, 2026 |
| Humanity's Sixth Sense (Scale) | 43.70 | Scale Labs: Humanity's Sixth Sense leaderboard | Nov 12, 2026 |
What a job costs
The cost of doing each job 1,000 times on Muse Wonder, worked out from Meta’s list price and a fixed size for each job. A product built on the model charges its own price on top.
| 1,000 of these | What one job means | Cost |
|---|---|---|
| Support replies | the customer message, the account notes and two help articles read; a 300-word reply written | $20 |
| Documents processed | a two-page invoice or form read; the fields pulled out | $14 |
| Calls summarised | a 40-minute call transcript read; a summary and next steps written | $52 |
| Contracts reviewed | a 40-page contract read against a checklist; a memo of issues written | $150 |
| Drafts written | a brief and one example read; a 600-word email or proposal section written | $22 |
What people running it say
The one user report in Signals, from the r/ClaudeAI community on Reddit, is the owner of a model-testing site having it play the video game Pokemon Red: Muse Wonder cost $96.06 over six hours and ended stuck, while Opus 5.5, at the same price per token (the unit vendors bill by), won the game's first gym battle for $8.44. One uncontrolled run, so unscored.
Caveats
- Meta's announcement gives no price; $4 in / $20 out per million tokens is the figure Artificial Analysis lists and TechCrunch reported.
- Level with Opus 5.5 on Scale's visual-reasoning test (43.7 against 44.6) but far behind on its expert-question exam (37.3 against 55.0).
- On Google's cloud it is labelled preview, which usually means no service guarantee.
- One user's test run spent $96 without finishing a task that Opus 5.5 finished for $8.44: the same list price is not the same bill.
- A stronger version, Muse Wonder Full, is sold only inside Meta's Muse Code subscription and is not ranked.
Questions people ask
How much does Muse Wonder cost?
Muse Wonder costs $4 per million tokens it reads (input) and $20 per million tokens it writes (output) on Meta's list price (Artificial Analysis: Muse Wonder, read Nov 12, 2026). A token is about three-quarters of a word.
What does Muse Wonder cost for 1,000 support replies?
About $20 at Meta's list price, counting one reply as the customer message, the account notes and two help articles read; a 300-word reply written. On the same basis: $14 for 1,000 documents processed, $52 for 1,000 calls summarised, $150 for 1,000 contracts reviewed, $22 for 1,000 drafts written. A product built on Muse Wonder charges its own price on top.
How good is Muse Wonder?
Muse Wonder ranks #22 of 33 on the Models at Work leaderboard with a score of 58 out of 100 (November 2026 edition). Meta charges Claude Opus 5.5's list price for a model that scores 44 on Artificial Analysis's index against Opus's 59: hard to justify unless images and video are the job.
What is Muse Wonder best for?
Muse Wonder is best for analysis of images and video, teams already buying from meta.
How does Muse Wonder do on independent tests?
Artificial Analysis Intelligence Index (max): 44 (Artificial Analysis LLM leaderboard); Humanity's Last Exam, Diamond (Scale): 37.30 (Scale Labs: Humanity's Last Exam (Diamond) leaderboard); Humanity's Sixth Sense (Scale): 43.70 (Scale Labs: Humanity's Sixth Sense leaderboard).
How much can Muse Wonder read at once?
Muse Wonder can take in 1M tokens (about 750,000 words) in one go, according to Meta. Vendors call this the context window.
Where can a business get Muse Wonder?
Muse Wonder is available through Meta Model API, Muse Code, Gemini Enterprise Agent Platform (Google Cloud), preview.
Can a company host Muse Wonder itself?
No. Muse Wonder is not released for self-hosting; it is available through Meta and the products and clouds that carry it.
Compare Muse Wonder
How the score works: Score is 0 to 100 and computed, not typed. 40% is independent testing (Artificial Analysis, Arena, Scale, Epoch, Vals and others; each test is scaled against the best score on this board, and tests of real work, such as finished freelance projects or professional tasks, count double the exams). 30% is price: the vendor's list price for a typical mix of reading and writing, on a fixed scale from $0.05 to $60 per million tokens, so a model that costs a fifth as much gains real ground. 15% is what people report after running it, from Signals and linked threads. 15% is fit: how much text it can take in at once and where a business can get it (the products and clouds that carry it), with a small credit for open weights. A missing component drops out and the rest are reweighted. A model with no independent test yet is provisional and ranks below every measured one. Within three points is a tie. Vendor-published figures are labelled and never counted. Our coverage: read the article.