Luma Payroll Gym
← Heatmap / Gemini 3.1 Flash Lite · Task 21
Gemini 3.1 Flash Lite · Single-turn · Task 21 (Calculation, below tax-free line) Mean 100.0%
Field Expected Rollout #1 (100%) Rollout #2 (100%) Rollout #3 (100%)
decision calculate calculate calculate calculate
currency LCR LCR LCR LCR
gross pay 614.66 614.66 614.66 614.66
employee contribution 30.73 30.73 30.73 30.73
allowed deduction 175.67 175.67 175.67 175.67
taxable pay 408.26 408.26 408.26 408.26
income tax 0.00 0.00 0.00 0.00
net pay 408.26 408.26 408.26 408.26
clauses R1 R2 R3 R4 R5 R6 R1 R2 R3 R4 R5 R6 R1 R2 R3 R4 R5 R6 R1 R2 R3 R4 R5 R6
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Source documents: {"e5a9428bd6b25f92-payroll": {"kind": "payroll", "record": {"gross_pay": "614.66", "payroll_month": "2026-09", "allowed_deduction": "175.67"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.04", "cap": "4000.00", "deduction": "400.00", "free": "900.00", "upper": "2800.00", "middle_rate": "0.14", "upper_rate": "0.22"}, "second-half": {"rate": "0.05", "cap": "4000.00", "deduction": "400.00", "free": "1000.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.24"}}
Rollouts
Rollout #1 100.0% passed · 1.0s · $0.0007
ComponentScoreClauses
decision 100.0% R1 R2 R3 R4 R5 R6
exact 100.0% R1 R2 R3 R4 R5 R6
field accuracy 100.0% R1 R2 R3 R4 R5 R6
citations 100.0% R1 R2 R3 R4 R5 R6
Assistant
{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "614.66",
  "employee_contribution": "30.73",
  "allowed_deduction": "175.67",
  "taxable_pay": "408.26",
  "income_tax": "0.00",
  "net_pay": "408.26",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Rollout #2 100.0% passed · 1.0s · $0.0007
ComponentScoreClauses
decision 100.0% R1 R2 R3 R4 R5 R6
exact 100.0% R1 R2 R3 R4 R5 R6
field accuracy 100.0% R1 R2 R3 R4 R5 R6
citations 100.0% R1 R2 R3 R4 R5 R6
Assistant
{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "614.66",
  "employee_contribution": "30.73",
  "allowed_deduction": "175.67",
  "taxable_pay": "408.26",
  "income_tax": "0.00",
  "net_pay": "408.26",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Rollout #3 100.0% passed · 1.5s · $0.0009
ComponentScoreClauses
decision 100.0% R1 R2 R3 R4 R5 R6
exact 100.0% R1 R2 R3 R4 R5 R6
field accuracy 100.0% R1 R2 R3 R4 R5 R6
citations 100.0% R1 R2 R3 R4 R5 R6
Assistant
{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "614.66",
  "employee_contribution": "30.73",
  "allowed_deduction": "175.67",
  "taxable_pay": "408.26",
  "income_tax": "0.00",
  "net_pay": "408.26",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"],
  "explanation": "Using second-half schedule: contribution = 614.66 * 0.05 = 30.733 (rounded to 30.73). Taxable pay = 614.66 - 30.73 - 175.67 = 408.26. Since 408.26 is below the 1000.00 tax-free amount, income tax is 0.00."
}