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Muse Wonder Full

muse family · launched 2026-10-12

MultimodalReasoningToolsStructured

AITopic score69.8#29 overall

Open Llama multimodal model for image understanding and text reasoning

Evidence coverage90%4 evaluations · 1 institutions

Context / maximum output1M / 943.7ktokens

Cache / input / output$0.2 · $4 · $20USD per million tokens

Value / freshness45.0 / 100relative value · release freshness

Product profile

What this model supports

Inputtext, image, video, pdf, audio

Outputtext

Knowledge cutoffNot disclosed

WeightsProprietary / hosted

Capability profile

Strengths by domain

Coding69.31 public results

Research & reasoning70.41 public results

Professional work71.71 public results

Knowledge & instruction68.11 public results

Behind the score

Every result has a source

Raw results and standardized readings are shown together. Missing tests add neither points nor penalties.

Coding1 results

AIHOT · CodingAIHOT69.30 scoreReading 69.3

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

Research & reasoning1 results

AIHOT · ResearchAIHOT70.40 scoreReading 70.4

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

Professional work1 results

AIHOT · ProfessionalAIHOT71.70 scoreReading 71.7

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

Knowledge & instruction1 results

AIHOT · KnowledgeAIHOT68.10 scoreReading 68.1

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

Human preference & indices2 results

AIHOT aggregate leaderboardAIHOT70.00 scoreReading 70.0

Imported from AIHOT aggregate leaderboard. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence

AA IndexArtificial Analysis70.00 indexReading 66.8

Imported from Artificial Analysis. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: AIHOT aggregateOpen evidence