Luma Payroll Gym
← Heatmap / Gemini 3.1 Flash Lite · Task 18
Gemini 3.1 Flash Lite · Single-turn · Task 18 (Calculation, at the upper bracket 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 2978.74 2978.74 2978.74 2978.74
employee contribution 178.72 178.72 178.72 178.72
allowed deduction 0.00 0.00 0.00 0.00
taxable pay 2800.02 2800.02 2800.02 2800.02
income tax 224.00 224.00 224.00 224.00
net pay 2576.02 2576.02 2576.02 2576.02
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: {"60299c2a6df8880c-payroll": {"kind": "payroll", "record": {"gross_pay": "2978.74", "payroll_month": "2026-07", "allowed_deduction": "0.00"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.07", "cap": "4000.00", "deduction": "400.00", "free": "900.00", "upper": "3300.00", "middle_rate": "0.08", "upper_rate": "0.22"}, "second-half": {"rate": "0.06", "cap": "4500.00", "deduction": "400.00", "free": "1200.00", "upper": "2800.00", "middle_rate": "0.14", "upper_rate": "0.20"}}
Rollouts
Rollout #1 100.0% passed · 1.1s · $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": "2978.74",
  "employee_contribution": "178.72",
  "allowed_deduction": "0.00",
  "taxable_pay": "2800.02",
  "income_tax": "224.00",
  "net_pay": "2576.02",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"],
  "explanation": "Calculated using the second-half reference schedule provided in the case: contribution = 2978.74 * 0.06 = 178.72. Taxable pay = 2978.74 - 178.72 = 2800.02. Income tax = (2800.02 - 1200.00) * 0.14 = 224.0028, rounded to 224.00."
}
Rollout #2 100.0% passed · 1.2s · $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": "2978.74",
  "employee_contribution": "178.72",
  "allowed_deduction": "0.00",
  "taxable_pay": "2800.02",
  "income_tax": "224.00",
  "net_pay": "2576.02",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"],
  "explanation": "Calculated using the second-half reference schedule provided in the case: contribution (0.06 * 2978.74 = 178.724), taxable pay (2978.74 - 178.72 = 2800.02), and income tax (0.14 * (2800.02 - 1200.00) = 224.0028, rounded to 224.00)."
}
Rollout #3 100.0% passed · 1.6s · $0.0010
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": "2978.74",
  "employee_contribution": "178.72",
  "allowed_deduction": "0.00",
  "taxable_pay": "2800.02",
  "income_tax": "224.00",
  "net_pay": "2576.02",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"],
  "explanation": "Calculated using the authoritative second-half schedule: rate 0.06, wage cap 4500.00, deduction cap 400.00, tax-free 1200.00, upper threshold 2800.00, middle rate 0.14, upper rate 0.20. Taxable pay 2800.02 is taxed as (2800.00 - 1200.00) * 0.14 + (2800.02 - 2800.00) * 0.20 = 224.00 + 0.004 = 224.00."
}