HY4
HY4 · default, showing knowledge & reasoning. Results for all tested efforts are available below.
Knowledge & reasoning75
HY4 · default
- Backend engineering
- 90
- Frontend interaction
- 77
- Knowledge & reasoning
- 75
- Visual aesthetics
- 59
- Maintainability
- 64
- Evaluation time
- 123m 14s
- Cost
- —
Knowledge & reasoning · Evaluation time & API 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 |
|---|---|---|---|---|---|---|---|---|---|
| 75.80 | 90 | 77 | 75 | 59 | 64 | 215m 2s | — |
Score breakdown
- Overall score
- 75.80
- Evaluation time
- 215m 2s
- Cost
- N/A
Cross-disciplinary knowledge and complex problem solving.
Mathematical reasoning—
Mathematical knowledge, deduction and calculation accuracy.
Computer science & AI—
Computing principles, algorithms and AI knowledge.
Science and engineering—
Scientific principles, quantitative analysis and engineering problems.
Life sciences and medicine—
Biological knowledge, mechanisms and domain-specific reasoning.
Humanities and general knowledge75 / 100
Humanities, social knowledge, conceptual distinctions and synthesis.
Data snapshot published · 11/13/2026Scoring & cost notes