Model Analysis

GLM 5V Turbo

openrouter/z-ai/glm-5v-turbo

61.0

overall score

93.3% visible

92.7% hidden

78.1% intent

Tasks

Passed

Failed

Avg latency

33601ms

Total cost

$0.1535

Cluster Performance

Control Flow3 tasks

79.4

Data Pipelines3 tasks

56.0

State Isolation3 tasks

50.7

Duplication3 tasks

55.6

Modernization3 tasks

63.5

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Event Handler Registry refactor-event-handler	State Isolation	35.3	100	91	64	35289ms
Template Literal Contact Card refactor-string-concat	Modernization	41.4	0	0	92	26054ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	42.9	100	100	67	45803ms
Composable Sales Report Generation refactor-report-generator	Duplication	43.5	100	100	67	27555ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	54.1	100	100	73	37480ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	54.8	100	100	73	14167ms
Declarative Validation Rules refactor-validation-rules	Duplication	60.1	100	100	75	41341ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	62.4	100	100	75	30412ms
Order Processing Orchestration refactor-god-function	Modernization	62.5	100	100	77	27481ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	62.7	100	100	75	55784ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	62.7	100	100	75	44562ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	63.2	100	100	75	29805ms
Named Conversion Constants refactor-magic-numbers	Modernization	86.6	100	100	92	45185ms
Operation Map Calculator refactor-calculator	Control Flow	86.7	100	100	92	24430ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	18659ms

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