Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 8
MiMo V2.6 Pro · Single-turn · Task 8 (Calculation, half-cent rounding tie, resolved amendment) 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 1778.50 1778.50 1778.50 1778.50
employee contribution 124.50 124.50 124.50 124.50
allowed deduction 0.00 0.00 0.00 0.00
taxable pay 1654.00 1654.00 1654.00 1654.00
income tax 77.56 77.56 77.56 77.56
net pay 1576.44 1576.44 1576.44 1576.44
clauses R1 R2 R3 R4 R5 R6 R9 R1 R2 R3 R4 R5 R6 R9 R1 R2 R3 R4 R5 R6 R9 R1 R2 R3 R4 R5 R6 R9
Prompt
Process this monthly payroll record under the supplied rulebook. Return the R6 or R7 JSON answer.
Source documents: {"e1069c99b8f7bcf9-payroll": {"kind": "payroll", "record": {"gross_pay": "1778.50", "payroll_month": "2026-07", "allowed_deduction": "0.00"}}, "e1069c99b8f7bcf9-contract": {"kind": "contract", "gross_pay": "2254.61"}, "e1069c99b8f7bcf9-amendment": {"kind": "amendment", "gross_pay": "1778.50", "approved": true, "effective_month": "2026-04"}}
Authoritative case reference schedule: {"first-half": {"rate": "0.07", "cap": "5000.00", "deduction": "400.00", "free": "1000.00", "upper": "3300.00", "middle_rate": "0.14", "upper_rate": "0.24"}, "second-half": {"rate": "0.07", "cap": "4000.00", "deduction": "400.00", "free": "1100.00", "upper": "3300.00", "middle_rate": "0.14", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 11.3s · $0.0008
ComponentScoreClauses
decision 100.0% R1 R2 R3 R4 R5 R6 R9
exact 100.0% R1 R2 R3 R4 R5 R6 R9
field accuracy 100.0% R1 R2 R3 R4 R5 R6 R9
citations 100.0% R1 R2 R3 R4 R5 R6 R9
Assistant
{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "1778.50",
  "employee_contribution": "124.50",
  "allowed_deduction": "0.00",
  "taxable_pay": "1654.00",
  "income_tax": "77.56",
  "net_pay": "1576.44",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"],
  "explanation": "The authoritative second-half row for 2026-07 applies. The employee contribution is 0.07 \u00d7 1778.50 = 124.495, rounded to 124.50. The approved amendment effective 2026-04 matches the payroll gross pay, resolving the contract conflict under R9. Tax is 554.00 \u00d7 0.14 = 77.56."
}
Reasoning
Payroll month 2026-07 → second-half: rate 0.07, cap 4000.00, deduction cap 400.00, free 1100.00, upper 3300.00, middle 0.14, upper rate 0.22.

Gross 1778.50. Contribution = 0.07 * min(1778.50, 4000.00) = 0.07*1778.50 = 124.495 → round half up = 124.50? 1778.50 * 0.07 = 124.495. Round half up to 2 dp = 124.50.

Allowed deduction 0.00, within cap 400.00 and within gross-contribution = 1654.00. OK.

Taxable = 1778.50 - 124.50 - 0.00 = 1654.00.

Tax: above free 1100: 1654 - 1100 = 554.00 at 0.14 = 77.56. Above3300: none. Income tax = 77.56.

Net = 1778.50 - 124.50 - 0.00 - 77.56 = 1576.44.

Contract conflicts (2254.61 vs 1778.50), amendment approved, effective 2026-04 ≤ 2026-07, amount equals payroll gross → resolves. Cite R9.

Clauses: R1, R2, R3, R4, R5, R6, R9.
Rollout #2 100.0% passed · 10.8s · $0.0005
ComponentScoreClauses
decision 100.0% R1 R2 R3 R4 R5 R6 R9
exact 100.0% R1 R2 R3 R4 R5 R6 R9
field accuracy 100.0% R1 R2 R3 R4 R5 R6 R9
citations 100.0% R1 R2 R3 R4 R5 R6 R9
Assistant
{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "1778.50",
  "employee_contribution": "124.50",
  "allowed_deduction": "0.00",
  "taxable_pay": "1654.00",
  "income_tax": "77.56",
  "net_pay": "1576.44",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"]
}
Reasoning
Payroll month 2026-07 -> second-half row: rate 0.07, cap 4000.00, deduction cap 400.00, free 1100.00, upper 3300.00, middle 0.14, upper 0.22.

Gross 1778.50. Contract 2254.61 differs from gross. Amendment approved, effective 2026-04 <= 2026-07, amount 1778.50 equals payroll gross. So amendment resolves conflict. Cite R9.

Contribution = 0.07 * min(1778.50, 4000.00) = 0.07*1778.50 = 124.495 -> round half up -> 124.50 (two decimals).1778.50*0.07 = 124.495 exactly. Round half up -> 124.50.

Allowed deduction 0.00. Taxable = 1778.50 - 124.50 - 0.00 = 1654.00.

Tax: free 1100. Middle portion: 1654.00 - 1100 = 554.00 at 0.14 = 77.56. Upper portion: 0. Tax = 77.56.

Net = 1778.50 - 124.50 - 0.00 - 77.56 = 1576.44.

Clauses: R1-R6 and R9.
Rollout #3 100.0% passed · 6.8s · $0.0003
ComponentScoreClauses
decision 100.0% R1 R2 R3 R4 R5 R6 R9
exact 100.0% R1 R2 R3 R4 R5 R6 R9
field accuracy 100.0% R1 R2 R3 R4 R5 R6 R9
citations 100.0% R1 R2 R3 R4 R5 R6 R9
Assistant
{
  "decision": "calculate",
  "currency": "LCR",
  "gross_pay": "1778.50",
  "employee_contribution": "124.50",
  "allowed_deduction": "0.00",
  "taxable_pay": "1654.00",
  "income_tax": "77.56",
  "net_pay": "1576.44",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6", "R9"]
}
Reasoning
Second-half applies. rate 0.07, cap 4000, deduction cap 400, free 1100, upper 3300, middle 0.14, upper 0.22.

Contribution = 0.07 * min(1778.50, 4000) = 124.495 → 124.50 (round half up).
Allowed deduction 0.00.
Taxable = 1778.50 - 124.50 - 0.00 = 1654.00.
Tax: 1654 - 1100 = 554 * 0.14 = 77.56.
Net = 1778.50 - 124.50 - 0 - 77.56 = 1576.44.

Contract gross pay 2254.61 differs from 1778.50, but amendment approved, effective 2026-04 <= 2026-07, amount 1778.50 equals payroll gross. So conflict resolved. Cite R9.