gpt-6.1-terra
gpt-6.1-terra · xhigh, showing backend engineering. Results for all tested efforts are available below.
Backend engineering76
gpt-6.1-terra · xhigh
- Backend engineering
- 76
- Frontend interaction
- 81
- Knowledge & Reasoning
- 75
- Visual aesthetics
- 53
- Maintainability
- 61
- Evaluation time
- 3m 15s
- Reference cost
- $0.16
Backend engineering · Evaluation time & API cost
Backend tested · 10/27/2026Tasks & methodology
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 |
|---|---|---|---|---|---|---|---|---|---|
| 70.70 | 53 | 80 | 85 | 53 | 64 | 8m 30s | $0.35 | ||
| 67.20 | 55 | 85 | 75 | 47 | 59 | 9m 1s | $0.35 | ||
| 67.35 | 55 | 83 | 70 | 59 | 64 | 9m 9s | $0.39 | ||
| 71.70 | 76 | 81 | 75 | 53 | 61 | 10m 26s | $0.42 | ||
| 80.05 | 89 | 84 | 85 | 64 | 61 | 21m 30s | $0.85 |
Score breakdown
- Overall score
- 71.70
- Evaluation time
- 10m 26s
- Reference cost
- $0.42
Service logic, error handling, and test verification.
Contracts and boundaries11 / 20
API contracts, input validation, and boundary behavior.
Retries and failures18 / 20
Error recovery, retry conditions, and failure handling.
CI and adversarial review14 / 20
Verification plans, risk detection, and audit evidence.
Transactions and consistency15 / 20
State transitions, concurrency control, and data consistency.
Caching and regression18 / 20
Cache invalidation, data updates, and regression coverage.
What changes with higher reasoning effort
Compare backend engineering scores, cost, and time across neighboring tested efforts.
high xhigh
- Backend engineering
- +21.0 pts 55.00 → 76.00
- Reference cost
- +$0.023 $0.14 → $0.16
- Evaluation time
- +44.8% 2m 15s → 3m 15s
Data snapshot published · 10/27/2026Scoring & cost notes