Model Analysis

MiniMax M2.5

minimax/MiniMax-M2.5

49.2

overall score

66.7% visible

66.1% hidden

71.4% intent

Tasks

Passed

Failed

Avg latency

23964ms

Total cost

$0.0621

Cluster Performance

Control Flow3 tasks

64.0

Data Pipelines3 tasks

38.3

State Isolation3 tasks

50.5

Duplication3 tasks

26.9

Modernization3 tasks

66.5

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Declarative Validation Rules refactor-validation-rules	Duplication	0.0	0	0	0	19275ms
Composable Sales Report Generation refactor-report-generator	Duplication	17.6	0	0	58	19145ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	18.9	0	0	67	19361ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	33.3	0	0	83	19448ms
Event Handler Registry refactor-event-handler	State Isolation	35.3	100	91	64	27550ms
Named Conversion Constants refactor-magic-numbers	Modernization	40.4	100	100	58	24020ms
Operation Map Calculator refactor-calculator	Control Flow	41.4	0	0	92	3841ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	53.4	100	100	73	27674ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	54.1	100	100	73	6871ms
Order Processing Orchestration refactor-god-function	Modernization	62.5	100	100	77	36286ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	62.7	100	100	75	102190ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	62.7	100	100	75	11787ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	63.2	100	100	75	17139ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	14497ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	10374ms

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