Qwen 3.8 Max
Qwen 3.8 Max · default, showing backend engineering. Results for all tested efforts are available below.
Backend engineering64
Qwen 3.8 Max · default
- Backend engineering
- 64
- Frontend interaction
- 69
- Knowledge & Reasoning
- 40
- Visual aesthetics
- 64
- Maintainability
- 53
- Evaluation time
- 47m 48s
- Reference cost
- $1.07
Backend engineering · Evaluation time & API cost
Backend tested · 9/10/2026Tasks & methodology
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 |
|---|---|---|---|---|---|---|---|---|---|
| 55.50 | 64 | 69 | 40 | 64 | 53 | 133m 3s | $3.41Partial cost |
Score breakdown
- Overall score
- 55.50
- Evaluation time
- 133m 3s
- Reference cost
- $3.41
Service logic, error handling, and test verification.
Contracts and boundaries12 / 20
API contracts, input validation, and boundary behavior.
Retries and failures17 / 20
Error recovery, retry conditions, and failure handling.
CI and adversarial review8 / 20
Verification plans, risk detection, and audit evidence.
Transactions and consistency14 / 20
State transitions, concurrency control, and data consistency.
Caching and regression13 / 20
Cache invalidation, data updates, and regression coverage.
Data snapshot published · 10/27/2026Scoring & cost notes