Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 55
MiMo V2.6 Pro · Single-turn · Task 55 (Calculation, middle bracket) 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 3092.77 3092.77 3092.77 3092.77
employee contribution 216.49 216.49 216.49 216.49
allowed deduction 0.00 0.00 0.00 0.00
taxable pay 2876.28 2876.28 2876.28 2876.28
income tax 187.63 187.63 187.63 187.63
net pay 2688.65 2688.65 2688.65 2688.65
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: {"2dabbb0836821c10-payroll": {"kind": "payroll", "record": {"gross_pay": "3092.77", "payroll_month": "2026-06"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.07", "cap": "3500.00", "deduction": "400.00", "free": "1000.00", "upper": "3000.00", "middle_rate": "0.10", "upper_rate": "0.18"}, "second-half": {"rate": "0.08", "cap": "4500.00", "deduction": "400.00", "free": "1100.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.18"}}
Rollouts
Rollout #1 100.0% passed · 8.1s · $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": "3092.77",
  "employee_contribution": "216.49",
  "allowed_deduction": "0.00",
  "taxable_pay": "2876.28",
  "income_tax": "187.63",
  "net_pay": "2688.65",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
Payroll month 2026-06 → first-half row from case schedule: rate 0.07, cap 3500.00, deduction 400.00, free 1000.00, upper 3000.00, middle 0.10, upper 0.18.

Gross pay 3092.77. Min(gross, cap) = 3092.77. Contribution = 0.07 * 3092.77 = 216.4939 → 216.49.

Allowed deduction omitted → 0.00. Check cap 400.00 and gross minus contribution = 2876.28. OK.

Taxable pay = 3092.77 - 216.49 - 0 = 2876.28.

Tax: up to 1000 untaxed. 1000 to 3000: 1876.28 at 0.10 = 187.628. Above 3000: 2876.28 - 3000 = negative, so 0. Tax = 187.628 → 187.63.

Net = 3092.77 - 216.49 - 0 - 187.63 = 2688.65.

Check: 3092.77 - 216.49 = 2876.28; -187.63 = 2688.65. Yes.

Citations: R1-R6.
Rollout #2 100.0% 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": "3092.77",
  "employee_contribution": "216.49",
  "allowed_deduction": "0.00",
  "taxable_pay": "2876.28",
  "income_tax": "187.63",
  "net_pay": "2688.65",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
Payroll month 2026-06 → first-half. Gross 3092.77, cap 3500, rate 0.07.

Contribution = 0.07 *3092.77 = 216.4939 → 216.49.

Allowed deduction omitted → 0.00. Check: cap 400, gross - contribution = 2876.28. Fine.

Taxable = 3092.77 - 216.49 - 0 = 2876.28.

Tax: free 1000, upper boundary 3000. Taxable 2876.28 ≤ 3000. Portion above1000 = 1876.28 * 0.10 = 187.628 → round total tax 187.63.

Net = 3092.77 - 216.49 - 0 - 187.63 = 2688.65.

Check: 3092.77-216.49=2876.28; -187.63=2688.65. Yes.

Clauses: R1 through R6.
Rollout #3 100.0% passed · 6.7s · $0.0004
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": "3092.77",
  "employee_contribution": "216.49",
  "allowed_deduction": "0.00",
  "taxable_pay": "2876.28",
  "income_tax": "187.63",
  "net_pay": "2688.65",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need calculate. Gross 3092.77, month 2026-06, first-half row. Contribution rate 0.07 * min(3092.77, 3500) = 3092.77*0.07 = 216.4939 -> 216.49 (round half up: 216.4939 -> 216.49). Allowed deduction defaults 0.00. Taxable = 3092.77 - 216.49 - 0 = 2876.28. Tax: free 1000, upper begins 3000. Taxable 2876.28 < 3000. Portion above 1000 to 2876.28 = 1876.28 * 0.10 = 187.628 -> 187.63. Net = 3092.77 - 216.49 - 0 - 187.63 = 2688.65. Check: 3092.77-216.49=2876.28; -187.63=2688.65. Yes.

Cite R1-R6.