hy4-preview
hy4-preview has 1 tested configurations. Its highest published overall score is 66.70 at high. See the axis results, time and cost below.
Overall score66.70
hy4-preview · high
- Backend engineering
- 74
- Frontend interaction
- 73
- Knowledge & reasoning
- 65
- Visual aesthetics
- 59
- Maintainability
- 57
- Evaluation time
- 218m 41s
- Reference cost
- $1.63
Complete evaluation · API reference cost
Score breakdown
- Overall
- 66.70
- Evaluation time
- 218m 41s
- Reference cost
- $1.63
Service logic, error handling and verification.
Contracts and boundaries14 / 20
API contracts, input validation and boundary behavior.
Retries and failures17 / 20
Recovery, retry conditions and failure handling.
CI and adversarial review12 / 20
Verification plans, risk detection and audit evidence.
Transactions and consistency16 / 20
State transitions, concurrency and consistency.
Caching and regression15 / 20
Invalidation, data updates and regression coverage.
Tested configuration
Swipe to see all results →
| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Visual aesthetics | Maintainability | Evaluation time | Reference cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| high | 66.70 | 74 | 73 | 65 | 59 | 57 | 218m 41s | $1.63 |
Data snapshot published · 10/13/2026Scoring & cost notes