Model Analysis

Claude Sonnet 4.6

anthropic/claude-sonnet-4-6

69.4

overall score

100.0% visible

99.4% hidden

82.4% intent

Tasks

Passed

Failed

Avg latency

5814ms

Total cost

$0.1428

Cluster Performance

Control Flow3 tasks

85.2

Data Pipelines3 tasks

71.7

State Isolation3 tasks

58.6

Duplication3 tasks

58.0

Modernization3 tasks

73.4

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Declarative Validation Rules refactor-validation-rules	Duplication	38.9	100	100	67	11683ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	53.1	100	100	73	6226ms
Event Handler Registry refactor-event-handler	State Isolation	59.9	100	91	86	6308ms
Named Conversion Constants refactor-magic-numbers	Modernization	61.6	100	100	75	5218ms
Order Processing Orchestration refactor-god-function	Modernization	62.0	100	100	77	6929ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	62.7	100	100	75	6674ms
Composable Sales Report Generation refactor-report-generator	Duplication	62.7	100	100	75	7001ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	71.4	100	100	83	5586ms
Operation Map Calculator refactor-calculator	Control Flow	71.7	100	100	85	3885ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	71.8	100	100	83	7024ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	71.8	100	100	83	8117ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	72.3	100	100	83	4974ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	87.4	100	100	91	2191ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	2458ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	2935ms

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