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Qwen 3.8 Flash

Qwen 3.8 Flash · default, showing frontend interaction. Results for all tested efforts are available below.

Frontend interaction87

Qwen 3.8 Flash · default

Backend engineering
68
Frontend interaction
87
Knowledge & Reasoning
50
Visual aesthetics
73
Maintainability
57
Evaluation time
29m 54s
Reference cost
$0.050

Frontend interaction · Evaluation time & API cost

Tasks & methodology

Tested configuration

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & ReasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
65.156887507357134m 31s$0.42

Score breakdown

Overall score
65.15
Evaluation time
134m 31s
Reference cost
$0.42

Interface behavior, user interactions, and state feedback.

Layout and adaptation20 / 20

Content organization, layout constraints, and responsive adaptation.

Interaction behavior19 / 20

Input response, completed workflows, and edge-case interactions.

State continuity18 / 20

State propagation, recovery, and continuity across actions.

Accessibility and feedback15 / 15

Control semantics, accessibility support, and clear feedback.

State validation and regression15 / 25

Expected-state verification and behavioral regression checks.

Data snapshot published · 10/27/2026Scoring & cost notes