Muse Wonder Full

Released2026-10-12
Price per 1MNot listed
Overall score62.8 · rank 13
Context window1,048,576 tokens
ProviderMeta
WeightsProprietary

Scores

DimensionScoreRankBenchmarks
Overall: Balanced 62.8 13 18
Overall: Coding 61.7 16 16
Overall: Reasoning 64.3 10 4
Overall: Agentic work 62.6 12 14
Overall: Frontend 61.1 15 6
Coding 60.9 22 4
Agents 62.8 9 8
Reasoning 64.6 14 2
Math 64.0 15 1
Knowledge 64.3 7 1
Frontend 61.3 14 2

Buzz

Posts on XAbout 28 a day
Mood11% positive, 0% negative
Hacker News1 mention this week
Checked2026-11-11

Configurations

ConfigurationBalancedBenchmarks
Unspecified setting –
Max 62.8 ±1.6 18

Evidence

Coding 60.9 ±2.2

BenchmarkResultSourceDate
Code Migration v1.1 62.8% Vals AI 2026-11-09
IOI 79.8% Vals AI 2026-10-29
SWE-bench Multimodal 47.3% Vals AI 2026-11-09
ProgramBench 0.5% Vals AI 2026-11-09

Agents 62.8 ±1.0

BenchmarkResultSourceDate
Terminal-Bench 4.0 (Vals run) 58.1% Vals AI 2026-11-09
SRE Bench 11.8% Vals AI 2026-11-05
Terminal-Bench-Science 37.1% Vals AI 2026-11-09
EMB v1.1 (Excel financial modeling) 75.0% Vals AI 2026-11-09
Tax Agent Bench 43.0% Vals AI 2026-11-09
Finance Agent v2.1 67.6% Vals AI 2026-11-09
HLAB-Vals 1.1 (legal agent) 23.3% Vals AI 2026-11-09
CyberBench v1.1 73.6% Vals AI 2026-11-05

Reasoning 64.6 ±3.4

BenchmarkResultSourceDate
MysteryMechanism 35.1% Vals AI 2026-11-09
BioMysteryBench 73.3% Vals AI 2026-11-09

Math 64.0 ±2.7

BenchmarkResultSourceDate
ProofBench v1.1 94.0% Vals AI 2026-11-09

Knowledge 64.3 ±6.5

BenchmarkResultSourceDate
Legal Research Bench 53.4% Vals AI 2026-11-09

Frontend 61.3 ±0.7

BenchmarkResultSourceDate
Vibe Code Bench v1.1 86.0% Vals AI 2026-11-09
LMArena WebDev 1,724 LMArena 2026-11-09

Names matched to this model

muse-wonder-full

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