Model Analysis

Qwen 3.6 Plus

openrouter/qwen/qwen3.6-plus

74.8

overall score

100.0% visible

99.4% hidden

85.7% intent

Tasks

Passed

Failed

Avg latency

125622ms

Total cost

$0.2028

Cluster Performance

Control Flow3 tasks

90.2

Data Pipelines3 tasks

72.1

State Isolation3 tasks

58.2

Duplication3 tasks

68.4

Modernization3 tasks

85.1

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Event Handler Registry refactor-event-handler	State Isolation	49.3	100	91	79	128928ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	53.4	100	100	73	128895ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	62.2	100	100	75	304525ms
Declarative Validation Rules refactor-validation-rules	Duplication	70.6	100	100	83	204362ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	71.8	100	100	83	126295ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	71.8	100	100	83	125012ms
Order Processing Orchestration refactor-god-function	Modernization	72.1	100	100	85	110496ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	72.3	100	100	83	109275ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	72.3	100	100	83	141748ms
Composable Sales Report Generation refactor-report-generator	Duplication	72.3	100	100	83	122901ms
Named Conversion Constants refactor-magic-numbers	Modernization	86.6	100	100	92	96152ms
Operation Map Calculator refactor-calculator	Control Flow	86.7	100	100	92	85809ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	87.4	100	100	91	73910ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	49490ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	76525ms

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