Model Analysis

Claude Opus 4.7

openrouter/anthropic/claude-opus-4.7

75.2

overall score

100.0% visible

99.4% hidden

85.3% intent

Tasks

Passed

Failed

Avg latency

5685ms

Total cost

$0.2860

Cluster Performance

Control Flow3 tasks

90.2

Data Pipelines3 tasks

76.3

State Isolation3 tasks

50.7

Duplication3 tasks

73.5

Modernization3 tasks

85.1

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Event Handler Registry refactor-event-handler	State Isolation	35.3	100	91	64	5959ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	54.1	100	100	73	9156ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	62.2	100	100	75	5524ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	62.7	100	100	75	6451ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	70.4	100	100	83	7242ms
Declarative Validation Rules refactor-validation-rules	Duplication	70.6	100	100	83	7953ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	70.8	100	100	83	7312ms
Order Processing Orchestration refactor-god-function	Modernization	72.1	100	100	85	7762ms
Named Conversion Constants refactor-magic-numbers	Modernization	86.6	100	100	92	5200ms
Operation Map Calculator refactor-calculator	Control Flow	86.7	100	100	92	3286ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	87.4	100	100	91	1999ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	87.7	100	100	92	4636ms
Composable Sales Report Generation refactor-report-generator	Duplication	87.7	100	100	92	7898ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	1835ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	3058ms

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