deepseek-v4.1-flash-1017
deepseek-v4.1-flash-1017 · max, showing frontend interaction. Results for all tested efforts are available below.
Frontend interaction96
deepseek-v4.1-flash-1017 · max
- Backend engineering
- 72
- Frontend interaction
- 96
- Knowledge & Reasoning
- 75
- Visual aesthetics
- 61
- Maintainability
- 53
- Evaluation time
- 21m 0s
- 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
- 74.30
- Evaluation time
- 64m 50s
- Reference cost
- $0.45
Interface behavior, user interactions, and state feedback.
Layout and adaptation20 / 20
Content organization, layout constraints, and responsive adaptation.
Interaction behavior20 / 20
Input response, completed workflows, and edge-case interactions.
State continuity20 / 20
State propagation, recovery, and continuity across actions.
Accessibility and feedback11 / 15
Control semantics, accessibility support, and clear feedback.
State validation and regression25 / 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.
xhigh max
- Frontend interaction
- +13.0 pts 83.00 → 96.00
- Reference cost
- +$0.006 $0.056 → $0.062
- Evaluation time
- +222.0% 6m 31s → 21m 0s
Data snapshot published · 10/27/2026Scoring & cost notes