deepseek-v4-flash
deepseek-v4-flash · max, showing knowledge & reasoning. Results for all tested efforts are available below.
Knowledge & Reasoning55
deepseek-v4-flash · max
- Backend engineering
- 54
- Frontend interaction
- 61
- Knowledge & Reasoning
- 55
- Visual aesthetics
- 61
- Maintainability
- 47
- Evaluation time
- 60m 7s
- Reference cost
- $0.41
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 |
|---|---|---|---|---|---|---|---|---|---|
| 60.50 | 58 | 76 | 55 | 61 | 53 | 98m 25s | $0.42 | ||
| 56.10 | 54 | 61 | 55 | 61 | 47 | 89m 12s | $0.60 |
Score breakdown
- Overall score
- 56.10
- Evaluation time
- 89m 12s
- Reference cost
- $0.60
Cross-disciplinary knowledge and complex problem solving.
Mathematical reasoning5 / 15
Mathematical concepts, logical deduction, and calculation accuracy.
Computer science & AI10 / 15
Computing systems, algorithms, and AI principles.
Science and engineering0 / 10
Scientific principles, quantitative analysis, and engineering problem solving.
Life sciences and medicine15 / 20
Biological mechanisms, medical knowledge, and domain-specific reasoning.
Humanities and general knowledge25 / 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
- 0.0 pts 55.00 → 55.00
- Reference cost
- +$0.15 $0.26 → $0.41
- Evaluation time
- −14.1% 70m 1s → 60m 7s
Data snapshot published · 10/27/2026Scoring & cost notes