muse-wonder
muse-wonder · high, showing knowledge & reasoning. Results for all tested efforts are available below.
Knowledge & Reasoning80
muse-wonder · high
- Backend engineering
- 76
- Frontend interaction
- 78
- Knowledge & Reasoning
- 80
- Visual aesthetics
- 68
- Maintainability
- 59
- Evaluation time
- 12m 8s
- Reference cost
- $1.63
Knowledge & Reasoning · Evaluation time & API cost
Results by reasoning effort
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & Reasoning | Visual aesthetics | Maintainability | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 67.30 | 72 | 79 | 60 | 68 | 59 | 9m 50s | $2.49 | ||
| 74.90 | 76 | 78 | 80 | 68 | 59 | 19m 41s | $3.30 | ||
| 77.05 | 77 | 85 | 80 | 73 | 57 | 30m 45s | $5.11 | ||
| 81.55 | 82 | 84 | 90 | 73 | 59 | 40m 8s | $6.78 |
Score breakdown
- Overall score
- 74.90
- Evaluation time
- 19m 41s
- Reference cost
- $3.30
Cross-disciplinary knowledge and complex problem solving.
Mathematical reasoning15 / 15
Mathematical concepts, logical deduction, and calculation accuracy.
Computer science & AI5 / 15
Computing systems, algorithms, and AI principles.
Science and engineering10 / 10
Scientific principles, quantitative analysis, and engineering problem solving.
Life sciences and medicine15 / 20
Biological mechanisms, medical knowledge, and domain-specific reasoning.
Humanities and general knowledge35 / 40
Humanities, social sciences, conceptual distinctions, and synthesis.
What changes with higher reasoning effort
Compare knowledge & reasoning scores, cost, and time across neighboring tested efforts.
default high
- Knowledge & Reasoning
- +20.0 pts 60.00 → 80.00
- Reference cost
- +$0.46 $1.18 → $1.63
- Evaluation time
- +144.2% 4m 58s → 12m 8s
Data snapshot published · 10/27/2026Scoring & cost notes