deepseek-v4-flash-vision-exp
deepseek-v4-flash-vision-exp · high, showing knowledge & reasoning. Results for all tested efforts are available below.
Knowledge & Reasoning70
deepseek-v4-flash-vision-exp · high
- Backend engineering
- 61
- Frontend interaction
- 43
- Knowledge & Reasoning
- 70
- Visual aesthetics
- 61
- Maintainability
- 55
- Evaluation time
- 64m 24s
- Reference cost
- $0.17
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 |
|---|---|---|---|---|---|---|---|---|---|
| 59.95 | 61 | 43 | 70 | 61 | 55 | 88m 43s | $0.32 | ||
| — | 67 | 15 | 65 | — | — | 93m 29s | $0.51 |
Score breakdown
- Overall score
- 59.95
- Evaluation time
- 88m 43s
- Reference cost
- $0.32
Cross-disciplinary knowledge and complex problem solving.
Mathematical reasoning15 / 15
Mathematical concepts, logical deduction, and calculation accuracy.
Computer science & AI5 / 15
Computing systems, algorithms, and AI principles.
Science and engineering5 / 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 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
- −5.0 pts 70.00 → 65.00
- Reference cost
- +$0.17 $0.17 → $0.34
- Evaluation time
- +1.2% 64m 24s → 65m 9s
Data snapshot published · 10/27/2026Scoring & cost notes