Model Analysis

Claude Opus 4.6

anthropic/claude-opus-4-6

69.5

overall score

100.0% visible

99.4% hidden

82.0% intent

Tasks

Passed

Failed

Avg latency

7084ms

Total cost

$0.8177

Cluster Performance

Control Flow3 tasks

85.2

Data Pipelines3 tasks

74.1

State Isolation3 tasks

53.3

Duplication3 tasks

58.5

Modernization3 tasks

76.4

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Declarative Validation Rules refactor-validation-rules	Duplication	42.4	100	100	67	22532ms
Event Handler Registry refactor-event-handler	State Isolation	43.7	100	91	71	6398ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	53.4	100	100	73	7427ms
Order Processing Orchestration refactor-god-function	Modernization	62.0	100	100	77	7606ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	62.2	100	100	75	5831ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	62.7	100	100	75	7172ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	63.2	100	100	75	8009ms
Named Conversion Constants refactor-magic-numbers	Modernization	70.6	100	100	83	5887ms
Composable Sales Report Generation refactor-report-generator	Duplication	70.8	100	100	83	8296ms
Operation Map Calculator refactor-calculator	Control Flow	71.7	100	100	85	4163ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	72.3	100	100	83	5960ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	86.9	100	100	92	8308ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	87.4	100	100	91	2916ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	2613ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	3144ms

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