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Gemini 4 Carbon

Gemini 4 Carbon · high, showing maintainability. Results for all tested efforts are available below.

Maintainability68

Gemini 4 Carbon · high

Backend engineering
90
Frontend interaction
95
Knowledge & reasoning
95
Visual aesthetics
78
Maintainability
68
Evaluation time
—
Cost
—

Maintainability · Evaluation time & API cost

Tasks & methodology

Tested configuration

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Model / effortOverallBackend engineeringFrontend interactionKnowledge & reasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
89.60909595786871m 3s—

Score breakdown

Overall score
89.60
Evaluation time
71m 3s
Cost
N/A

Code readability, organization and the cost of change.

Semantic clarity18 / 20

Naming, explicit responsibilities and readability.

Control-flow organization18 / 20

Execution paths, responsibility boundaries and logical structure.

Locality of changes17 / 20

The scope of rule changes and duplicated maintenance.

State and lifecycle18 / 20

State ownership, cleanup and lifecycle management.

Implementation economy17 / 20

Implementation complexity, useful abstractions and redundancy.

Subscores retain their original scale; the axis score uses a consistent conversion.

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