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ERNIE 5.5 Flash Preview

ERNIE 5.5 Flash Preview · Max, showing maintainability. Results for all tested efforts are available below.

Maintainability57

ERNIE 5.5 Flash Preview · Max

Backend engineering
52
Frontend interaction
52
Knowledge & reasoning
90
Visual aesthetics
66
Maintainability
57
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
67.20525290665727m 3s$0.25

Score breakdown

Overall score
67.20
Evaluation time
27m 3s
Cost
$0.25

Code readability, organization and the cost of change.

Semantic clarity15 / 20

Naming, explicit responsibilities and readability.

Control-flow organization19 / 20

Execution paths, responsibility boundaries and logical structure.

Locality of changes15 / 20

The scope of rule changes and duplicated maintenance.

State and lifecycle17 / 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