Qwen 4 Max Preview
Qwen 4 Max Preview · default, showing overall score. Results for all tested efforts are available below.
Overall score78.80
Qwen 4 Max Preview · default
- Backend engineering
- 80
- Frontend interaction
- 78
- Knowledge & reasoning
- 90
- Visual aesthetics
- 59
- Maintainability
- 59
- Evaluation time
- 45m 38s
- Reference cost
- —
Complete evaluation · API reference cost
Tested configuration
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & reasoning | Visual aesthetics | Maintainability | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 78.80 | 80 | 78 | 90 | 59 | 59 | 45m 38s | — |
Score breakdown
- Overall score
- 78.80
- Evaluation time
- 45m 38s
- Reference cost
- N/A
Service logic, error handling and verification.
Contracts and boundaries12 / 20
API contracts, input validation and boundary behavior.
Retries and failures19 / 20
Recovery, retry conditions and failure handling.
CI and adversarial review14 / 20
Verification plans, risk detection and audit evidence.
Transactions and consistency18 / 20
State transitions, concurrency and consistency.
Caching and regression17 / 20
Invalidation, data updates and regression coverage.
Data snapshot published · 11/12/2026Scoring & cost notes