Model Analysis

MiMo v2.5 Pro

openrouter/xiaomi/mimo-v2.5-pro

67.5

overall score

97.8% visible

99.4% hidden

82.3% intent

Tasks

Passed

Failed

Avg latency

23313ms

Total cost

$0.0924

Cluster Performance

Control Flow3 tasks

74.4

Data Pipelines3 tasks

77.1

State Isolation3 tasks

49.1

Duplication3 tasks

51.7

Modernization3 tasks

85.1

Task	Cluster	Score	Visible	Hidden	Intent	Latency
Event Handler Registry refactor-event-handler	State Isolation	31.5	67	91	79	12197ms
Declarative Validation Rules refactor-validation-rules	Duplication	40.2	100	100	67	47235ms
Shared Quarter Ranking Logic refactor-duplicate-code	Duplication	43.2	100	100	67	27104ms
Inventory Operations by Handler refactor-class-to-functions	State Isolation	53.1	100	100	73	47673ms
Guard Clauses for Nested Categorization refactor-nested-conditionals	Control Flow	54.8	100	100	73	14231ms
Transaction Aggregation Without Mutable Accumulators refactor-global-state	State Isolation	62.7	100	100	75	19115ms
Student Classification Pipeline refactor-array-manipulation	Data Pipelines	71.4	100	100	83	30496ms
Operation Map Calculator refactor-calculator	Control Flow	71.7	100	100	85	7974ms
Composable Sales Report Generation refactor-report-generator	Duplication	71.8	100	100	83	21251ms
Order Processing Orchestration refactor-god-function	Modernization	72.1	100	100	85	20155ms
ETL Record Transformation refactor-data-transformer	Data Pipelines	72.3	100	100	83	27757ms
Named Conversion Constants refactor-magic-numbers	Modernization	86.6	100	100	92	32580ms
Composable Department Pipeline refactor-promise-chain	Data Pipelines	87.7	100	100	92	10297ms
Template Literal Contact Card refactor-string-concat	Modernization	96.6	100	100	100	13431ms
Lookup Table for Status Text refactor-switch-to-map	Control Flow	96.6	100	100	100	18197ms

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