Model Analysis

DeepSeek V4 Pro

openrouter/deepseek/deepseek-v4-pro

48.7

overall score

73.3% visible

72.7% hidden

61.9% intent

Tasks

Passed

Failed

Avg latency

43388ms

Total cost

$0.1019

Cluster Performance

Control Flow3 tasks

79.4

Data Pipelines3 tasks

50.9

State Isolation3 tasks

25.4

Duplication3 tasks

35.4

Modernization3 tasks

52.5

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	0.0	0	0	0	0ms
Named Conversion Constants refactor-magic-numbers	Modernization	0.0	0	0	0	0ms
Declarative Validation Rules refactor-validation-rules	Duplication	0.0	0	0	0	0ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	17.6	0	0	58	85465ms
Event Handler Registry refactor-event-handler	State Isolation	35.3	100	91	64	68349ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	41.0	100	100	64	75842ms
Composable Sales Report Generation refactor-report-generator	Duplication	43.5	100	100	67	71338ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	54.8	100	100	73	27818ms
Order Processing Orchestration refactor-god-function	Modernization	62.0	100	100	77	49126ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	62.7	100	100	75	67087ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	62.7	100	100	75	72162ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	72.3	100	100	83	32773ms
Operation Map Calculator refactor-calculator	Control Flow	86.7	100	100	92	32399ms
Template Literal Contact Card refactor-string-concat	Modernization	95.5	100	100	100	38900ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	29567ms

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