gpt-5.6-luna
gpt-5.6-luna · low, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction18
gpt-5.6-luna · low
- Backend engineering
- 32
- Frontend interaction
- 18
- Knowledge & Reasoning
- 5
- Visual aesthetics
- —
- Maintainability
- —
- Evaluation time
- 4m 28s
- Reference cost
- $0.008
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 |
|---|---|---|---|---|---|---|---|---|---|
| — | 32 | 18 | 5 | — | — | 52m 31s | $0.067 | ||
| — | 51 | 13 | 25 | — | — | 18m 22s | $0.084 | ||
| 38.30 | 49 | 52 | 15 | 55 | 46 | 32m 18s | $0.14 | ||
| 52.35 | 56 | 83 | 25 | 66 | 59 | 75m 23s | $0.16 | ||
| 52.30 | 65 | 78 | 25 | 59 | 61 | 86m 14s | $0.35 |
Score breakdown
- Overall score
- —
- Evaluation time
- 52m 31s
- Reference cost
- $0.067
Interface behavior, user interactions, and state feedback.
Layout and adaptation5 / 20
Content organization, layout constraints, and responsive adaptation.
Interaction behavior0 / 20
Input response, completed workflows, and edge-case interactions.
State continuity0 / 20
State propagation, recovery, and continuity across actions.
Accessibility and feedback0 / 15
Control semantics, accessibility support, and clear feedback.
State validation and regression13 / 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
- −5.0 pts 18.00 → 13.00
- Reference cost
- +$0.005 $0.008 → $0.013
- Evaluation time
- +3.1% 4m 28s → 4m 36s
Data snapshot published · 10/27/2026Scoring & cost notes