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Muse Wonder

The Muse Wonder series combines frontier coding, long-running agents and advanced computer use to tackle your most demanding work.

Muse Wonder

Context 1M
New

Frontier coding, long-running agents, and advanced computer use. Plans long tasks, delegates to sub-agents, and recovers from errors.

Input$4.00
Cached input$0.20
Output$20.00

Muse Wonder Full

Context 1M
New

Our most advanced model yet, bringing SOTA performance to tackle developers’ most critical workflows.

AccessMuse Code subscription only

Included with a Muse Code subscription

Access on the Power Usage and Maximum Usage plans.

Meet Muse Wonder and Muse Wonder Full

Coding at the frontier
Solve complex engineering tasks in large repositories, making and verifying changes across multiple files in parallel.
Hand off multi-step tasks that run for hours, uninterrupted. Muse Wonder plans the work, delegates parts to sub-agents, calls tools in parallel and recovers from errors to keep your critical work on-track.
Power agents that see and operate browsers, desktop, and mobile apps to complete everyday tasks.
Carries important context through conversations and active focus keeps Muse Wonder and Muse Wonder Full working towards your goals, even when a task gets challenging.
Muse Wonder Full is our most advanced model yet and tops agentic and coding benchmarks, including DeepSWE and SWE-Marathon in independent third-party runs.
Muse Wonder

Introducing Muse Wonder

Introducing Muse Wonder and Muse Wonder Full, our frontier models that deliver state-of-the-art performance on personal and professional agentic tasks.
post image

Muse Wonder and Muse Wonder Full benchmarks

Category

Benchmark

Muse Wonder Full (max)

Muse Wonder (max)

Claude Fable 5.1 (max)

GPT-6 Astra (max)

Claude Opus 5.5 (max)

Personal and professional agents

Coding

General

Personal Superintelligence IndexInternal composite index of personal and knowledge work
Harvey LAB-AALegal agent work
Vals Finance Agent V2Financial analyst research
HealthBench ProOpen-ended health queries
AutomationBench-AAE2E business workflows
GDP.pdfProfessional work
JobBenchProfessional tool use
OSWorld V2.1Agentic computer use
MemoryBenchRemembering context
Terminal-Bench 4.0-AAAgentic terminal coding
DeepSWE 1.1Long horizon coding
SWE-MarathonUltra-long horizon engineering
ProgramBenchFrom scratch programming
Artificial Analysis Index

59.1

13.1

59.1

62.3

45.4

33.2

75.3

78.4(partial)39.4(binary)

85.5

57.1

79.0

57.5(xhigh)

59.0

56

54.3

10.0

56.6

60.5

39.1

30.8

70.5

72.6(partial)34.3(binary)

85.6

52.0

78.8

53.1

50.0

52

49.9

6.4

58.9

62.1

32.1

27.6

73.1

80.7(partial)43.1(binary)

79.0

52.0

67.4

45.6

55.5

53

54.5

8.6

53.5

65.3

41.6

34.2

66.1

75.8(partial)34.3(binary)

81.4

59.1

74.1

42.5

52.5

53

55.2

4.2

58.6

65.6

41.2

30.6

75.4

81.8(partial)–(binary)

81.5

59.6

74.2

46.3

70.5

58

For more details about our evaluations, see our report.

GET STARTED

More ways to build

Build with Muse Wonder Full on Muse Code

Get started with our Muse Code subscription plans.

Power Usage

Best for ambitious work with intense coding workflows
$50.00/month
Everything from the High Usage plan
Access to the most powerful Muse models
20x more usage than the Everyday Usage plan
Early access to new features
Higher file uploads

Maximum Usage

Best for the most demanding coding use cases
$200.00/month
Everything from the Power Usage plan
80x more usage than the Everyday Usage plan

Models and pricing

Model
Context window (Mtok)
Mtok input
Mtok cached input (Mtok)
Mtok output
muse-wonder-1.0Available in Model API and Muse Code.
1M
$4.00
$0.20
$20.00
muse-wonder-full-1.0Available by subscription in Muse Code. Sign up now.
1M
-
-
-

Cookbooks and quickstarts

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