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Gemini 4 Hydrogen

Gemini 4 Hydrogen · xhigh, showing frontend interaction. Results for all tested efforts are available below.

Frontend interaction85

Gemini 4 Hydrogen · xhigh

Backend engineering
83
Frontend interaction
85
Knowledge & reasoning
85
Visual aesthetics
70
Maintainability
61
Evaluation time
6m 4s
Cost
$0.64

Frontend interaction · Evaluation time & API cost

Tasks & methodology

Tested configuration

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
80.70838585706121m 51s$2.86

Score breakdown

Overall score
80.70
Evaluation time
21m 51s
Cost
$2.86

Interface behavior, interactions and state feedback.

Layout and adaptation—

Content organization, layout constraints and responsive behavior.

Interaction behavior—

Responses to input, completed flows and edge cases.

State continuity—

State propagation, recovery and continuity across actions.

Accessibility and feedback—

Control semantics, accessibility and clear feedback.

State validation and regression—

Expected-state reasoning and behavioral regression checks.

Data snapshot published · 11/13/2026Scoring & cost notes