gpt-6-astra
gpt-6-astra has 5 tested configurations. Its highest published overall score is 88.80 at xhigh. See the axis results, time and cost below.
Overall score88.80
gpt-6-astra · xhigh
- Backend engineering
- 95
- Frontend interaction
- 96
- Knowledge & reasoning
- 95
- Visual aesthetics
- 75
- Maintainability
- 61
- Evaluation time
- 83m 56s
- Reference cost
- $7.01
Complete evaluation · API reference cost
Score breakdown
- Overall
- 88.80
- Evaluation time
- 83m 56s
- Reference cost
- $7.01
Service logic, error handling and verification.
Contracts and boundaries19 / 20
API contracts, input validation and boundary behavior.
Retries and failures19 / 20
Recovery, retry conditions and failure handling.
CI and adversarial review19 / 20
Verification plans, risk detection and audit evidence.
Transactions and consistency18 / 20
State transitions, concurrency and consistency.
Caching and regression20 / 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
- +4.0 pts 84.85 → 88.80
- Reference cost
- +$2.61 $4.40 → $7.01
- Evaluation time
- +5.1% 79m 52s → 83m 56s
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 | 85.25 | 90 | 94 | 85 | 78 | 70 | 61m 27s | $3.70 | |
| medium | 84.00 | 91 | 89 | 85 | 75 | 70 | 72m 41s | $3.76 | |
| high | 84.85 | 92 | 96 | 85 | 70 | 70 | 79m 52s | $4.40 | |
| xhigh | 88.80 | 95 | 96 | 95 | 75 | 61 | 83m 56s | $7.01 | |
| max | 88.50 | 97 | 94 | 95 | 73 | 61 | 93m 26s | $8.35 |
Data snapshot published · 10/13/2026Scoring & cost notes