Muse Ember

Released2026-11-09
Price per 1M$0.10 in · $0.50 out
Overall score61.8 · rank 17
Context window1,048,576 tokens
ProviderMeta
WeightsProprietary

Scores

DimensionScoreRankBenchmarks
Overall: Balanced 61.8 17 10
Overall: Coding 61.2 20 9
Overall: Reasoning 62.0 21 2
Overall: Agentic work 61.9 19 7
Overall: Frontend 60.0 20 2
Agents 62.0 16 6
Reasoning 61.6 31 1
Knowledge 62.7 13 1
Frontend 60.0 21 2
Value vs price+18.91

Buzz

Posts on XAbout 181 a day
Mood26% positive, 5% negative
Hacker News7 mentions this week
Checked2026-11-11

Configurations

ConfigurationBalancedBenchmarks
Unspecified setting 61.9 ±5.0 2
Max 61.9 ±4.6 8

Evidence

Agents 62.0 ±1.3

BenchmarkResultSourceDate
Terminal-Bench 4.0 (Vals run) 39.4% Vals AI 2026-11-09
APEX-Agents 64.3% Epoch AI 2026-11-11
EMB v1.1 (Excel financial modeling) 72.2% Vals AI 2026-11-09
Tax Agent Bench 38.2% Vals AI 2026-11-09
Finance Agent v2.1 63.8% Vals AI 2026-11-09
HLAB-Vals 1.1 (legal agent) 25.0% Vals AI 2026-11-09

Reasoning 61.6 ±6.3

BenchmarkResultSourceDate
SimpleBench 72.7% SimpleBench 2026-11-10

Knowledge 62.7 ±6.5

BenchmarkResultSourceDate
Legal Research Bench 49.0% Vals AI 2026-11-09

Frontend 60.0 ±0.7

BenchmarkResultSourceDate
Vibe Code Bench v1.1 83.7% Vals AI 2026-11-09
LMArena WebDev 1,608 LMArena 2026-11-09

Names matched to this model

muse-ember, muse-ember-1-0

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