Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 7
MiMo V2.6 Pro · Single-turn · Task 7 (Calculation, wage cap binds) 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 8370.45 8370.45 8370.45 8370.45
employee contribution 200.00 200.00 200.00 200.00
allowed deduction 370.62 370.62 370.62 370.62
taxable pay 7799.83 7799.83 7799.83 7799.83
income tax 1267.96 1267.96 1267.96 1267.96
net pay 6531.87 6531.87 6531.87 6531.87
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: {"9869ba945ef7380b-payroll": {"kind": "payroll", "record": {"gross_pay": "8370.45", "payroll_month": "2026-05", "allowed_deduction": "370.62"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.04", "cap": "5000.00", "deduction": "400.00", "free": "1000.00", "upper": "3600.00", "middle_rate": "0.10", "upper_rate": "0.24"}, "second-half": {"rate": "0.04", "cap": "4000.00", "deduction": "400.00", "free": "1000.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 7.7s · $0.0006
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": "8370.45",
  "employee_contribution": "200.00",
  "allowed_deduction": "370.62",
  "taxable_pay": "7799.83",
  "income_tax": "1267.96",
  "net_pay": "6531.87",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
Payroll month 2026-05 → first-half row.
rate 0.04, cap 5000.00, deduction cap 400.00, free 1000, upper 3600, middle 0.10, upper rate 0.24.

Contribution = 0.04 * min(8370.45, 5000) = 0.04*5000 = 200.00.
Allowed deduction 370.62 ≤ 400.00 cap; also ≤ gross - contribution = 8370.45 - 200 = 8170.45. OK.
Taxable pay = 8370.45 - 200 - 370.62 = 7799.83.
Tax: up to 1000 untaxed. 1000 to 3600: 2600 * 0.10 = 260.00. Above 3600: 7799.83 - 3600 = 4199.83 * 0.24 = 1007.9592. Sum = 260 + 1007.9592 = 1267.9592 → round half up = 1267.96.
Net pay = 8370.45 - 200 - 370.62 - 1267.96 = 6531.87.
Check: 8370.45-200 = 8170.45; -370.62 = 7799.83; -1267.96 = 6531.87. ✓
Rollout #2 100.0% passed · 6.7s · $0.0005
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": "8370.45",
  "employee_contribution": "200.00",
  "allowed_deduction": "370.62",
  "taxable_pay": "7799.83",
  "income_tax": "1267.96",
  "net_pay": "6531.87",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
Let's calculate. Month 2026-05 -> first-half row from authoritative schedule: rate 0.04, cap 5000.00, deduction 400.00, free 1000.00, upper 3600.00, middle 0.10, upper rate 0.24.

Gross pay 8370.45. Contribution = 0.04 * min(8370.45, 5000) = 0.04 * 5000 = 200.00.

Allowed deduction 370.62 <= 400.00 cap, and <= gross - contribution = 8370.45 - 200 = 8170.45. OK.

Taxable pay = 8370.45 - 200 - 370.62 = 7799.83.

Tax: free 1000 -> 0. Between 1000 and 3600: 2600 * 0.10 = 260.00. Above 3600: 7799.83 - 3600 = 4199.83 * 0.24 = 1007.9592. Total = 260 + 1007.9592 = 1267.9592 -> round half up -> 1267.96.

Net pay = 8370.45 - 200 - 370.62 - 1267.96 = 6531.87.

Let me verify: 8370.45 - 200 = 8170.45; -370.62 = 7799.83; -1267.96 = 6531.87. Yes.

Clauses: R1-R6.
Rollout #3 100.0% passed · 8.1s · $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": "8370.45",
  "employee_contribution": "200.00",
  "allowed_deduction": "370.62",
  "taxable_pay": "7799.83",
  "income_tax": "1267.96",
  "net_pay": "6531.87",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"],
  "explanation": "Payroll month 2026-05 uses the authoritative first-half row (rate 0.04, cap 5000.00, deduction cap 400.00). Contribution is 0.04 \u00d7 min(8370.45, 5000.00) = 200.00. The allowed deduction 370.62 is within the 400.00 cap and within available pay. Taxable pay is 8370.45 \u2212 200.00 \u2212 370.62 = 7799.83. Tax: 2600.00 \u00d7 0.10 + 4199.83 \u00d7 0.24 = 260.00 + 1007.9592 = 1267.9592, rounded to 1267.96. Net pay is 8370.45 \u2212 200.00 \u2212 370.62 \u2212 1267.96 = 6531.87."
}
Reasoning
Payroll month 2026-05 → first-half. Rate 0.04, cap 5000.00, deduction cap 400.00, free 1000, upper 3600, middle 0.10, upper rate 0.24.

Contribution: 0.04 * min(8370.45, 5000) = 0.04*5000 = 200.00.

Allowed deduction 370.62 ≤ 400.00 and ≤ gross - contribution = 8170.45. OK.

Taxable = 8370.45 - 200.00 - 370.62 = 7799.83.

Tax: free 1000. Middle portion: 3600-1000 = 2600 * 0.10 = 260.00. Upper portion: 7799.83 - 3600 = 4199.83 * 0.24 = 1007.9592. Total = 1267.9592 → 1267.96.

Net = 8370.45 - 200.00 - 370.62 - 1267.96 = 6531.87.

Check: 8370.45 - 200 = 8170.45; -370.62 = 7799.83; -1267.96 = 6531.87. Yes.