MiniMax-M3
MiniMax-M3 · high, showing overall score. Results for all tested efforts are available below.
Overall score52.95
MiniMax-M3 · high
- Backend engineering
- 46
- Frontend interaction
- 65
- Knowledge & Reasoning
- 50
- Visual aesthetics
- 59
- Maintainability
- 44
- Evaluation time
- 56m 33s
- Reference cost
- $0.62Partial 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 |
|---|---|---|---|---|---|---|---|---|---|
| 52.95 | 46 | 65 | 50 | 59 | 44 | 56m 33s | $0.62Partial cost |
Score breakdown
- Overall score
- 52.95
- Evaluation time
- 56m 33s
- Reference cost
- $0.62
Service logic, error handling, and test verification.
Contracts and boundaries7 / 20
API contracts, input validation, and boundary behavior.
Retries and failures11 / 20
Error recovery, retry conditions, and failure handling.
CI and adversarial review4 / 20
Verification plans, risk detection, and audit evidence.
Transactions and consistency9 / 20
State transitions, concurrency control, and data consistency.
Caching and regression15 / 20
Cache invalidation, data updates, and regression coverage.
Data snapshot published · 10/27/2026Scoring & cost notes