Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 23
MiMo V2.6 Pro · Single-turn · Task 23 (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 7913.09 7913.09 7913.09 7913.09
employee contribution 200.00 200.00 200.00 200.00
allowed deduction 63.29 63.29 63.29 63.29
taxable pay 7649.80 7649.80 7649.80 7649.80
income tax 1246.96 1246.96 1246.96 1246.96
net pay 6402.84 6402.84 6402.84 6402.84
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: {"a605acd47aaaa8d4-payroll": {"kind": "payroll", "record": {"gross_pay": "7913.09", "payroll_month": "2026-01", "allowed_deduction": "63.29"}}, "a605acd47aaaa8d4-contract": {"kind": "contract", "gross_pay": "7913.09"}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "4000.00", "deduction": "400.00", "free": "1000.00", "upper": "2800.00", "middle_rate": "0.10", "upper_rate": "0.22"}, "second-half": {"rate": "0.04", "cap": "3500.00", "deduction": "400.00", "free": "1200.00", "upper": "3300.00", "middle_rate": "0.12", "upper_rate": "0.18"}}
Rollouts
Rollout #1 100.0% passed · 7.7s · $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": "7913.09",
  "employee_contribution": "200.00",
  "allowed_deduction": "63.29",
  "taxable_pay": "7649.80",
  "income_tax": "1246.96",
  "net_pay": "6402.84",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
Payroll month 2026-01 → first-half row from authoritative schedule.

Rate 0.05, cap 4000.00, deduction cap 400.00, free 1000.00, upper 2800.00, middle 0.10, upper rate 0.22.

Employee contribution: 0.05 × min(7913.09, 4000.00) = 200.00.

Allowed deduction 63.29 ≤ 400.00 and ≤ 7913.09 - 200.00 = 7713.09. OK.

Taxable pay = 7913.09 - 200.00 - 63.29 = 7649.80.

Tax: first 1000 untaxed. 1000.00→2800.00 = 1800 × 0.10 = 180.00. Above 2800: 7649.80 - 2800 = 4849.80 × 0.22 = 1066.956. Sum = 180 + 1066.956 = 1246.956 → round half up = 1246.96.

Net pay = 7913.09 - 200.00 - 63.29 - 1246.96 = 6402.84.

Check: 7913.09 - 200 = 7713.09; -63.29 = 7649.80; -1246.96 = 6402.84. ✓

Contract gross matches, no conflict. Clauses: R1, R2, R3, R4, R5, R6.
Rollout #2 100.0% passed · 8.8s · $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": "7913.09",
  "employee_contribution": "200.00",
  "allowed_deduction": "63.29",
  "taxable_pay": "7649.80",
  "income_tax": "1246.96",
  "net_pay": "6402.84",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"],
  "explanation": "The case schedule's first-half row applies to 2026-01. Contribution is 5% of the 4000.00 wage cap; the 63.29 deduction is within the 400.00 cap. Tax uses 10% on 1800.00 and 22% on 4849.80, totaling 1246.96 (unrounded bracket sum 1246.956), with contract gross pay matching the payroll record."
}
Reasoning
Compute: contribution = 0.05 * min(7913.09, 4000.00) = 200.00. Allowed deduction 63.29 ≤ 400.00 and ≤ gross - contribution = 7713.09. Taxable = 7913.09 - 200.00 - 63.29 = 7649.80. Tax: free 1000, upper 2800. Middle portion = 2800-1000=1800 * 0.10 = 180.00. Upper portion = 7649.80 - 2800 = 4849.80 * 0.22 = 1066.956. Total = 1246.956 → 1246.96. Net = 7913.09 - 200.00 - 63.29 - 1246.96 = 6402.84. Check: 7913.09-200=7713.09; -63.29=7649.80; -1246.96=6402.84.
Rollout #3 100.0% passed · 8.7s · $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": "7913.09",
  "employee_contribution": "200.00",
  "allowed_deduction": "63.29",
  "taxable_pay": "7649.80",
  "income_tax": "1246.96",
  "net_pay": "6402.84",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
2026-01 → first-half row from case schedule: rate 0.05, cap 4000, deduction 400, free 1000, upper 2800, middle 0.10, upper rate 0.22.

gross_pay 7913.09. Contract matches → no conflict.

Contribution: 0.05 * min(7913.09, 4000) = 200.00.

allowed_deduction 63.29 ≤ 400 and ≤7913.09 - 200 = 7713.09. OK.

taxable = 7913.09 - 200 - 63.29 = 7649.80.

Tax: free 1000. Middle: 2800-1000 = 1800 * 0.10 = 180. Upper: 7649.80 - 2800 = 4849.80 * 0.22 = 1066.956. Total = 1246.956 →1246.96.

Net: 7913.09 - 200.00 - 63.29 - 1246.96 = 6402.84.

Check: 7913.09 - 200 = 7713.09; -63.29 = 7649.80; -1246.96 = 6402.84. Yes.

Clauses: R1-R6. Amendment not needed (contract matches).