QoDuck
QoDuck · xhigh, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction80
QoDuck · xhigh
- Backend engineering
- 70
- Frontend interaction
- 80
- Knowledge & reasoning
- 85
- Visual aesthetics
- 64
- Maintainability
- 55
- Evaluation time
- 8m 20s
- Cost
- —
Frontend interaction · Evaluation time & API cost
Tested configuration
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Visual aesthetics | Maintainability | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 75.65 | 70 | 80 | 85 | 64 | 55 | 44m 58s | — |
Score breakdown
- Overall score
- 75.65
- Evaluation time
- 44m 58s
- Cost
- N/A
Interface behavior, interactions and state feedback.
Layout and adaptation18 / 20
Content organization, layout constraints and responsive behavior.
Interaction behavior20 / 20
Responses to input, completed flows and edge cases.
State continuity8 / 20
State propagation, recovery and continuity across actions.
Accessibility and feedback13 / 15
Control semantics, accessibility and clear feedback.
State validation and regression21 / 25
Expected-state reasoning and behavioral regression checks.
Data snapshot published · 11/13/2026Scoring & cost notes