Muse Wonder
Muse Wonder · xhigh, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction81
Muse Wonder · xhigh
- Backend engineering
- 72
- Frontend interaction
- 81
- Knowledge & reasoning
- 80
- Visual aesthetics
- 73
- Maintainability
- 57
- Evaluation time
- 3m 59s
- 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 |
|---|---|---|---|---|---|---|---|---|---|
| 65.85 | 67 | 75 | 60 | 68 | 59 | 9m 50s | $2.49 | ||
| 73.60 | 72 | 74 | 80 | 68 | 59 | 19m 41s | $3.30 | ||
| 75.65 | 72 | 81 | 80 | 73 | 57 | 30m 45s | $5.11 | ||
| 80.30 | 78 | 80 | 90 | 73 | 59 | 40m 8s | $6.78 |
Score breakdown
- Overall score
- 75.65
- Evaluation time
- 30m 45s
- Cost
- $5.11
Interface behavior, interactions and state feedback.
Layout and adaptation18 / 20
Content organization, layout constraints and responsive behavior.
Interaction behavior18 / 20
Responses to input, completed flows and edge cases.
State continuity13 / 20
State propagation, recovery and continuity across actions.
Accessibility and feedback13 / 15
Control semantics, accessibility and clear feedback.
State validation and regression19 / 25
Expected-state reasoning 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 74.00 → 81.00
- Cost
- +$0.24 $0.48 → $0.72
- Evaluation time
- +91.6% 2m 5s → 3m 59s
Data snapshot published · 11/13/2026Scoring & cost notes