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Meta · released 2026-10-12

Muse Wonder (Max)

Measured on 107 benchmarks.

43.6

#13 of 68 models · best at max

Strengths

  • Muse Wonder (Max)
  • Gemini 4 Carbon (#1)
  • Field median
bestField medianFrontierCode 2.0-…Terminal-Bench v4…AA-Briefcase v1.1AutomationBench-AATerminal-Bench-Sc…HLE-DiamondCritPt v2 Hard Su…AA-Omniscience v1…AA-Omniscience v1…GDP.pdf
  1. FrontierCode 2.0-AA15%27.9%#16 of 68
  2. Terminal-Bench v4-AA10%52.0%#11 of 68
  3. AA-Briefcase v1.115%1659#5 of 68
  4. AutomationBench-AA5%68.1%#10 of 68
  5. Terminal-Bench-Science-AA15%25.7%#13 of 68
  6. HLE-Diamond10%39.0%#13 of 68
  7. CritPt v2 Hard Subset10%50.5%#13 of 68
  8. AA-Omniscience v1.1 Accuracy10%38.0%#29 of 68
  9. AA-Omniscience v1.1 Non-hallucination5%79.1%#7 of 68
  10. GDP.pdf5%30.6%#5 of 68

Bars show where Muse Wonder (Max) sits among the 68 ranked models on each benchmark (right is best); the tick is the field median.

Cost and speed

against 68 ranked models

Cost per task

#50 cheapest of 50

$4.6at max

Time per task

#20 quickest of 49

13 minat max

Output speed

#18 fastest of 60

124 tok/sat max

Time to first token

#41 quickest of 60

22sat max

Output tokens per task

#31 fewest of 53

96kat max

Time per task: Artificial Analysis · computed, not timed: output tokens per Intelligence Index task divided by output speed, without tool time. Method changed Nov 4, 2026.

API default effort: max, per Artificial Analysis.

Token price

$0.394 per 1M tokens at API prices$0.263 on Command Code Max 10×

97.0% cache read · 2.50% fresh input · 0.00% cache write · 0.50% output

Assumed mix: no measured T3 Code usage for this model.

This ranking’s benchmarks

10 of 10 measured

agentic

AutomationBench-AA

245 results
  1. #12max of 24568.1%

Leader: Gemini 4 Carbon · 77.8%

agentic

AA-Briefcase v1.1

250 results
  1. #9max of 2501659

Leader: Sonnet 5.5 · 1813

reasoning

CritPt v2 Hard Subset

116 results
  1. #34max of 11650.5%

Leader: GPT-6 Astra · 72.0%

coding

FrontierCode 2.0-AA

113 results
  1. #35max of 11327.9%

Leader: Opus 5.5 · 46.4%

economics

GDP.pdf

243 results
  1. #9max of 24330.6%

Leader: Muse Wonder Full · 32.6%

reasoning

HLE-Diamond

153 results
  1. #30max of 15339.0%

Leader: Gemini 4 Carbon · 69.1%

knowledge

AA-Omniscience v1.1 Accuracy

123 results
  1. #68max of 12338.0%

Leader: Fable 5.1 · 68.4%

knowledge

AA-Omniscience v1.1 Non-hallucination

123 results
  1. #11max of 12379.1%

Leader: Gemini 4 Carbon · 95.8%

reasoning

Terminal-Bench-Science-AA

126 results
  1. #32max of 12625.7%

Leader: Gemini 4 Carbon · 64.8%

coding

Terminal-Bench v4-AA

241 results
  1. #22max of 24152.0%

Leader: Kimi K3.1 · 67.2%

All 107 benchmarks

show 97 more