Model Analysis

Grok 4.3

openrouter/x-ai/grok-4.3

69.1

overall score

100.0% visible

99.4% hidden

82.8% intent

Tasks

Passed

Failed

Avg latency

32147ms

Total cost

$0.1326

Cluster Performance

Control Flow3 tasks

79.4

Data Pipelines3 tasks

58.1

State Isolation3 tasks

61.4

Duplication3 tasks

71.2

Modernization3 tasks

75.3

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Order Processing Orchestration refactor-god-function	Modernization	42.8	100	100	69	25450ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	43.9	100	100	67	24421ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	52.4	100	100	73	47946ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	54.8	100	100	73	12626ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	58.9	100	100	75	51808ms
Event Handler Registry refactor-event-handler	State Isolation	59.9	100	91	86	31752ms
Composable Sales Report Generation refactor-report-generator	Duplication	70.6	100	100	83	26520ms
Declarative Validation Rules refactor-validation-rules	Duplication	70.6	100	100	83	57253ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	71.4	100	100	83	20621ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	71.8	100	100	83	40071ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	72.3	100	100	83	44844ms
Named Conversion Constants refactor-magic-numbers	Modernization	86.6	100	100	92	24415ms
Operation Map Calculator refactor-calculator	Control Flow	86.7	100	100	92	45995ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	16179ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	12297ms

15tasks · Sorted by score (lowest first) · Intent = structural refactor compliance