Muse Wonder vs Muse Wonder Full
Wins 0 of 5 areas
—
Wins 5 of 5 areas
Coding · Agents · Reasoning · Facts · Long documents
Muse Wonder Full is the stronger all-rounder.
Scores updated · 18 tests both models report · How we compare
Where each one wins
Tests won in each of the five areas where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
- AgentsCarrying out multi-step tasks on its own02Muse Wonder Full2 of 2 tests
- ReasoningHard problems that need careful thinking02Muse Wonder Full2 of 2 tests
- FactsGetting facts right instead of making them up02Muse Wonder Full2 of 2 tests
- CodingWriting and fixing software01Muse Wonder Full1 of 1 test
- Long documentsFinding answers in very long texts01Muse Wonder Full1 of 1 test
Coding and long documents rest on a single test each.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
The biggest differences
The tests each model wins by the widest margin, up to three each. Scores are out of 100.
Every test, side by side
All 18 tests both models report. The winning score is in its model's colour; marks a score checked independently.
AgentsMuse Wonder Full
- Terminal-Bench 4.0Muse Wonder Full by 5.15257.1+5.1
- GDPValMuse Wonder Full by 4.463.567.9+4.4
ReasoningMuse Wonder Full
- CritPtMuse Wonder Full by 4.628.332.9+4.6
- Humanity's Last ExamMuse Wonder Full by 3.550.153.6+3.5
FactsMuse Wonder Full
- AA-Omniscience · Non-hallucinationMuse Wonder Full by 3.573.577+3.5
- AA-Omniscience · AccuracyMuse Wonder Full by 2.141.143.2+2.1
Other results10 tests, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- Program BenchMuse Wonder Full by 95059+9
- OSWorld 2.1 partialMuse Wonder Full by 5.872.678.4+5.8
- JobBenchMuse Wonder Full by 4.870.575.3+4.8
- AA-OmniscienceMuse Wonder Full by 4.725.530.1+4.7
- SWE-MarathonMuse Wonder Full by 4.453.157.5+4.4
- Artificial AnalysisMuse Wonder Full by 45256+4
- AA IntelligenceMuse Wonder Full by 3.452.455.8+3.4
- GDP (Surge AI)Muse Wonder Full by 2.430.833.2+2.4
- HealthBench ProfessionalMuse Wonder Full by 1.860.562.3+1.8
- DeepSWE 1.1tie78.879tie
Questions people ask
Which is better, Muse Wonder or Muse Wonder Full?
Muse Wonder Full wins all five areas where both have results: coding, agents, reasoning, facts and long documents. Muse Wonder wins none.
Which is better for coding?
Muse Wonder Full. It wins the one coding test both models report.
How do you compare the two?
We use the 18 benchmark tests both models have published scores on. The verdict counts the 8 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 10 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.