deepseek-v4-flash
deepseek-v4-flash · high, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction76
deepseek-v4-flash · high
- Backend engineering
- 58
- Frontend interaction
- 76
- Knowledge & Reasoning
- 55
- Visual aesthetics
- 61
- Maintainability
- 53
- Evaluation time
- 16m 48s
- Reference cost
- $0.067
Frontend interaction · 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
- 60.50
- Evaluation time
- 98m 25s
- Reference cost
- $0.42
Interface behavior, user interactions, and state feedback.
Layout and adaptation16 / 20
Content organization, layout constraints, and responsive adaptation.
Interaction behavior20 / 20
Input response, completed workflows, and edge-case interactions.
State continuity15 / 20
State propagation, recovery, and continuity across actions.
Accessibility and feedback10 / 15
Control semantics, accessibility support, and clear feedback.
State validation and regression15 / 25
Expected-state verification and behavioral regression checks.
What changes with higher reasoning effort
Compare frontend interaction scores, cost, and time across neighboring tested efforts.
high max
- Frontend interaction
- −15.0 pts 76.00 → 61.00
- Reference cost
- −$0.002 $0.067 → $0.066
- Evaluation time
- −11.0% 16m 48s → 14m 57s
Data snapshot published · 10/27/2026Scoring & cost notes