deepseek-v4-pro
deepseek-v4-pro · high, showing knowledge & reasoning. Results for all tested efforts are available below.
Knowledge & Reasoning75
deepseek-v4-pro · high
- Backend engineering
- 61
- Frontend interaction
- 54
- Knowledge & Reasoning
- 75
- Visual aesthetics
- 59
- Maintainability
- 55
- Evaluation time
- 21m 50s
- Reference cost
- $0.54Partial cost
Knowledge & Reasoning · Evaluation time & API cost
Results by reasoning effort
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| Model / effort | Overall | Backend engineering | Frontend interaction | Knowledge & Reasoning | Visual aesthetics | Maintainability | Total eval. time | Total ref. cost | Compare |
|---|---|---|---|---|---|---|---|---|---|
| 63.60 | 61 | 54 | 75 | 59 | 55 | 61m 4s | $0.98Partial cost | ||
| 65.15 | 67 | 63 | 65 | 70 | 59 | 93m 15s | $1.15 |
Score breakdown
- Overall score
- 63.60
- Evaluation time
- 61m 4s
- Reference cost
- $0.98
Cross-disciplinary knowledge and complex problem solving.
Mathematical reasoning10 / 15
Mathematical concepts, logical deduction, and calculation accuracy.
Computer science & AI10 / 15
Computing systems, algorithms, and AI principles.
Science and engineering5 / 10
Scientific principles, quantitative analysis, and engineering problem solving.
Life sciences and medicine20 / 20
Biological mechanisms, medical knowledge, and domain-specific reasoning.
Humanities and general knowledge30 / 40
Humanities, social sciences, conceptual distinctions, and synthesis.
What changes with higher reasoning effort
Compare knowledge & reasoning scores, cost, and time across neighboring tested efforts.
high max
- Knowledge & Reasoning
- −10.0 pts 75.00 → 65.00
- Reference cost
- — — → $0.55
- Evaluation time
- +118.5% 21m 50s → 47m 41s
Data snapshot published · 10/27/2026Scoring & cost notes