gpt-5.6-luna
gpt-5.6-luna has 5 tested configurations. Its highest published overall score is 52.35 at xhigh. See the axis results, time and cost below.
Overall score52.35
gpt-5.6-luna · xhigh
- Backend engineering
- 56
- Frontend interaction
- 83
- Knowledge & reasoning
- 25
- Visual aesthetics
- 66
- Maintainability
- 59
- Evaluation time
- 75m 23s
- Reference cost
- $0.16
Complete evaluation · API reference cost
Score breakdown
- Overall
- 52.35
- Evaluation time
- 75m 23s
- Reference cost
- $0.16
Service logic, error handling and verification.
Contracts and boundaries8 / 20
API contracts, input validation and boundary behavior.
Retries and failures15 / 20
Recovery, retry conditions and failure handling.
CI and adversarial review13 / 20
Verification plans, risk detection and audit evidence.
Transactions and consistency12 / 20
State transitions, concurrency and consistency.
Caching and regression8 / 20
Invalidation, data updates and regression coverage.
What changes with more effort
Compare scores, cost and time at neighboring tested efforts.
high xhigh
- Overall score
- +14.1 pts 38.30 → 52.35
- Reference cost
- +$0.027 $0.14 → $0.16
- Evaluation time
- +133.4% 32m 18s → 75m 23s
Results by reasoning effort
Swipe to see all results →
| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Visual aesthetics | Maintainability | Evaluation time | Reference cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| low | — | 32 | 18 | 5 | — | — | 52m 31s | $0.067 | |
| medium | — | 51 | 13 | 25 | — | — | 18m 22s | $0.084 | |
| high | 38.30 | 49 | 52 | 15 | 55 | 46 | 32m 18s | $0.14 | |
| xhigh | 52.35 | 56 | 83 | 25 | 66 | 59 | 75m 23s | $0.16 | |
| max | 52.30 | 65 | 78 | 25 | 59 | 61 | 86m 14s | $0.35 |
Data snapshot published · 10/13/2026Scoring & cost notes