Model Analysis

Qwen 3.6 Max Preview

openrouter/qwen/qwen3.6-max-preview

66.9

overall score

93.3% visible

92.7% hidden

77.9% intent

Tasks

Passed

Failed

Avg latency

155108ms

Total cost

$0.7669

Cluster Performance

Control Flow3 tasks

79.4

Data Pipelines3 tasks

72.0

State Isolation3 tasks

56.5

Duplication3 tasks

41.8

Modernization3 tasks

85.1

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Declarative Validation Rules refactor-validation-rules	Duplication	0.0	0	0	0	0ms
Event Handler Registry refactor-event-handler	State Isolation	43.7	100	91	71	187784ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	53.9	100	100	73	155983ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	54.8	100	100	73	63502ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	62.2	100	100	75	158685ms
Composable Sales Report Generation refactor-report-generator	Duplication	63.2	100	100	75	135640ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	71.4	100	100	83	94462ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	71.8	100	100	83	155658ms
Order Processing Orchestration refactor-god-function	Modernization	72.1	100	100	85	148376ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	72.3	100	100	83	190585ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	72.3	100	100	83	137056ms
Named Conversion Constants refactor-magic-numbers	Modernization	86.6	100	100	92	114628ms
Operation Map Calculator refactor-calculator	Control Flow	86.7	100	100	92	81117ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	54371ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	648778ms

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