deepseek-v4.1-flash-1017
deepseek-v4.1-flash-1017 · high, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction85
deepseek-v4.1-flash-1017 · high
- Backend engineering
- 64
- Frontend interaction
- 85
- Knowledge & Reasoning
- 70
- Visual aesthetics
- 66
- Maintainability
- 59
- Evaluation time
- 7m 3s
- Reference cost
- $0.062
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 |
|---|---|---|---|---|---|---|---|---|---|
| 70.10 | 64 | 85 | 70 | 66 | 59 | 27m 47s | $0.30 | ||
| 69.90 | 64 | 83 | 75 | 57 | 57 | 37m 29s | $0.26 | ||
| 74.30 | 72 | 96 | 75 | 61 | 53 | 64m 50s | $0.45 |
Score breakdown
- Overall score
- 70.10
- Evaluation time
- 27m 47s
- Reference cost
- $0.30
Interface behavior, user interactions, and state feedback.
Layout and adaptation18 / 20
Content organization, layout constraints, and responsive adaptation.
Interaction behavior20 / 20
Input response, completed workflows, and edge-case interactions.
State continuity13 / 20
State propagation, recovery, and continuity across actions.
Accessibility and feedback13 / 15
Control semantics, accessibility support, and clear feedback.
State validation and regression21 / 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 xhigh
- Frontend interaction
- −2.0 pts 85.00 → 83.00
- Reference cost
- −$0.006 $0.062 → $0.056
- Evaluation time
- −7.4% 7m 3s → 6m 31s
Data snapshot published · 10/27/2026Scoring & cost notes