muse-wonder
muse-wonder · xhigh, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction85
muse-wonder · xhigh
- Backend engineering
- 77
- Frontend interaction
- 85
- Knowledge & Reasoning
- 80
- Visual aesthetics
- 73
- Maintainability
- 57
- Evaluation time
- 3m 59s
- Reference cost
- $0.72
Frontend interaction · 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
- 77.05
- Evaluation time
- 30m 45s
- Reference cost
- $5.11
Interface behavior, user interactions, and state feedback.
Layout and adaptation18 / 20
Content organization, layout constraints, and responsive adaptation.
Interaction behavior20 / 20
Input response, completed workflows, and edge-case interactions.
State continuity15 / 20
State propagation, recovery, and continuity across actions.
Accessibility and feedback13 / 15
Control semantics, accessibility support, and clear feedback.
State validation and regression19 / 25
Expected-state verification and behavioral regression checks.
What changes with higher reasoning effort
Compare frontend interaction scores, cost, and time across neighboring tested efforts.
high xhigh
- Frontend interaction
- +7.0 pts 78.00 → 85.00
- Reference cost
- +$0.24 $0.48 → $0.72
- Evaluation time
- +91.6% 2m 5s → 3m 59s
Data snapshot published · 10/27/2026Scoring & cost notes