Tuesday, October 27, 2026 · Edition updated 6:00 AM ETTUE, OCT 27 editionNext edition in Next in --:--:--
Intelligence Verdict
AI models · Meta

Muse Wonder

“Frontier coding, long-running agents, and advanced computer use.” Meta, in its own words

  • $4 / $20per million tokens in / out, the maker's price
  • 1Mtokens it reads at once
  • 7of 21 independent tests that place it near the top
The facts

Muse Wonder at a glance.

From Meta's own pages, read Oct 20, 2026, so company-reported. A token is a word or part of a word. Prices can change; check the maker's page before you build on them.

Made by
MetaBased in US
What it is for
“Frontier coding, long-running agents, and advanced computer use.”Meta for Developers: models list, Oct 20, 2026 · in Meta's words
Reads at once
1M tokensIts context window: how much text it can take in one go
Takes in
text, image, video, audio, pdf
Download
No, online only
Price for developers

$4per million tokens in$20per million tokens out

Model id muse-wonder-1.0. Cached input $0.20. Pricing page notes no long-context premium. Muse Wonder Full (higher tier) is subscription-only through Muse Code, with no API price.

Meta Model API docs: Pricing and rate limits, Oct 20, 2026 · company-reported

Independent tests

Where it ranks.

Its position on each of the 21 tests the models page uses, by testers other than the maker. Epoch AI's and Vectara's scores are shown under their open licenses; for LMArena, Scale and Vals we give the position and link to their own leaderboard. Each list is a snapshot with its date.

All-round
TestRankScore
Epoch Capabilities IndexEpoch AI, Oct 20, 2026Not in the top 30
Vals IndexVals AI, Oct 19, 2026Not in the top 20
Coding
TestRankScore
LMArena WebDevLMArena, Oct 19, 2026#17On LMArena
SWE-Bench ProScale AI, Sep 22, 2026#6On Scale AI
Vibe Code BenchVals AI, Oct 18, 2026Not in the top 20
LMArena coding chatsLMArena, Oct 15, 2026#5On LMArena
Writing and conversation
TestRankScore
LMArena textLMArena, Oct 15, 2026#2On LMArena
LMArena creative writingLMArena, Oct 15, 2026#8On LMArena
MultiChallengeScale AI, Feb 3, 2026Not in the top 15
Agents and computer use
TestRankScore
LMArena Agent ArenaLMArena, Oct 19, 2026#13On LMArena
Remote Labor IndexScale AINot in the top 16
Terminal-Bench 4.0Vals AI, Oct 19, 2026Not in the top 20
CUA-bench (games)Vals AI, Oct 13, 2026Not in the top 9
Math and science
TestRankScore
LMArena mathLMArena, Oct 15, 2026Not in the top 20
Humanity's Last ExamScale AI#7On Scale AI
ProofBenchVals AI, Oct 12, 2026Not in the top 20
Images and documents
TestRankScore
LMArena visionLMArena, Oct 19, 2026Not in the top 20
LMArena documentsLMArena, Sep 13, 2026Not in the top 20
More exam questions
TestRankScore
GPQA DiamondVals AI, Sep 1, 2026Not in the top 20
MMMU ProVals AI, Sep 1, 2026Not in the top 20
Sticking to the facts
TestRankScore
Vectara hallucination testVectara, Oct 16, 2026Not in our copy of the list

“Not in the top” means it isn't among the models in our copy of that list, which runs to the position shown; it may not have been tested. Vectara's test ranks by how rarely a model adds facts, so lower is better. Positions can be shared when scores tie. Epoch's range is its margin of uncertainty. Epoch AI and Vectara data: CC BY 4.0 and Apache-2.0.

Our note: Newsroom: 'Muse Wonder is available today for developers and builders through the Meta Model API.' Context and input types from Meta Model API docs (Models page).