Model Analysis

Kimi K2.6

openrouter/moonshotai/kimi-k2.6

69.6

overall score

100.0% visible

99.4% hidden

81.4% intent

Tasks

Passed

Failed

Avg latency

85682ms

Total cost

$0.3750

Cluster Performance

Control Flow3 tasks

79.4

Data Pipelines3 tasks

68.8

State Isolation3 tasks

46.2

Duplication3 tasks

72.1

Modernization3 tasks

81.7

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Event Handler Registry refactor-event-handler	State Isolation	35.3	100	91	57	216865ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	41.0	100	100	64	41280ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	54.8	100	100	73	39452ms
Order Processing Orchestration refactor-god-function	Modernization	62.0	100	100	77	89574ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	62.2	100	100	75	116948ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	62.7	100	100	75	94927ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	71.4	100	100	83	44836ms
Composable Sales Report Generation refactor-report-generator	Duplication	71.8	100	100	83	117019ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	72.3	100	100	83	75032ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	72.3	100	100	83	98832ms
Declarative Validation Rules refactor-validation-rules	Duplication	72.3	100	100	83	199240ms
Named Conversion Constants refactor-magic-numbers	Modernization	86.6	100	100	92	43453ms
Operation Map Calculator refactor-calculator	Control Flow	86.7	100	100	92	26316ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	65782ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	15677ms

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