Model Analysis

GLM 5.1

z-ai/glm-5.1

60.3

overall score

91.1% visible

92.7% hidden

80.2% intent

Tasks

Passed

Failed

Avg latency

10026ms

Total cost

$0.0275

Cluster Performance

Control Flow3 tasks

74.4

Data Pipelines3 tasks

62.0

State Isolation3 tasks

50.7

Duplication3 tasks

61.8

Modernization3 tasks

52.8

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Event Handler Registry refactor-event-handler	State Isolation	27.9	67	91	71	8752ms
Declarative Validation Rules refactor-validation-rules	Duplication	41.4	100	100	67	27230ms
Named Conversion Constants refactor-magic-numbers	Modernization	42.0	100	100	67	9565ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	43.2	100	100	67	8463ms
Template Literal Contact Card refactor-string-concat	Modernization	45.0	0	0	100	3027ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	53.4	100	100	73	9816ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	54.8	100	100	73	2897ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	70.8	100	100	83	10169ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	71.4	100	100	83	6777ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	71.4	100	100	83	9843ms
Order Processing Orchestration refactor-god-function	Modernization	71.4	100	100	85	8618ms
Operation Map Calculator refactor-calculator	Control Flow	71.7	100	100	85	22169ms
Composable Sales Report Generation refactor-report-generator	Duplication	71.8	100	100	83	8806ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	72.3	100	100	83	6410ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	7853ms

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