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Gemini 3.8 Flash High

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

Frontend interaction86

Gemini 3.8 Flash High · default

Backend engineering
64
Frontend interaction
86
Knowledge & Reasoning
40
Visual aesthetics
66
Maintainability
59
Evaluation time
3m 52s
Reference cost
$0.062

Frontend interaction · Evaluation time & API cost

Tasks & methodology

Tested configuration

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & ReasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
59.80648640665925m 21s$0.13Partial cost

Score breakdown

Overall score
59.80
Evaluation time
25m 21s
Reference cost
$0.13

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 regression15 / 25

Expected-state verification and behavioral regression checks.

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