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Crouton Alpha

Crouton Alpha · default, showing frontend interaction. Results for all tested efforts are available below.

Frontend interaction64

Crouton Alpha · default

Backend engineering
45
Frontend interaction
64
Knowledge & reasoning
45
Visual aesthetics
59
Maintainability
53
Evaluation time
1m 20s
Cost
—

Frontend interaction · Evaluation time & API cost

Tasks & methodology

Tested configuration

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
51.9545644559538m 1s—

Score breakdown

Overall score
51.95
Evaluation time
8m 1s
Cost
N/A

Interface behavior, interactions and state feedback.

Layout and adaptation15 / 20

Content organization, layout constraints and responsive behavior.

Interaction behavior13 / 20

Responses to input, completed flows and edge cases.

State continuity13 / 20

State propagation, recovery and continuity across actions.

Accessibility and feedback9 / 15

Control semantics, accessibility and clear feedback.

State validation and regression14 / 25

Expected-state reasoning and behavioral regression checks.

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