gpt-6-luna
gpt-6-luna · low, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction49
gpt-6-luna · low
- Backend engineering
- 23
- Frontend interaction
- 49
- Knowledge & Reasoning
- 25
- Visual aesthetics
- 64
- Maintainability
- 51
- Evaluation time
- 5m 5s
- Reference cost
- —
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 |
|---|---|---|---|---|---|---|---|---|---|
| 37.85 | 23 | 49 | 25 | 64 | 51 | 39m 27s | — | ||
| 39.85 | 24 | 56 | 25 | 64 | 55 | 39m 46s | $0.032 | ||
| 34.00 | 29 | 34 | 25 | 53 | 47 | 6m 28s | $0.050 | ||
| 51.20 | 44 | 50 | 50 | 68 | 47 | 48m 0s | $0.042 | ||
| 62.00 | 62 | 80 | 50 | 68 | 59 | 63m 52s | $0.061 | ||
| 53.80 | 61 | 77 | 30 | 68 | 55 | 72m 51s | — |
Score breakdown
- Overall score
- 37.85
- Evaluation time
- 39m 27s
- Reference cost
- N/A
Interface behavior, user interactions, and state feedback.
Layout and adaptation13 / 20
Content organization, layout constraints, and responsive adaptation.
Interaction behavior9 / 20
Input response, completed workflows, and edge-case interactions.
State continuity7 / 20
State propagation, recovery, and continuity across actions.
Accessibility and feedback6 / 15
Control semantics, accessibility support, and clear feedback.
State validation and regression14 / 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.
low medium
- Frontend interaction
- +7.0 pts 49.00 → 56.00
- Reference cost
- — — → $0.006
- Evaluation time
- −42.5% 5m 5s → 2m 56s
Data snapshot published · 10/27/2026Scoring & cost notes