Luma Payroll Gym
← Heatmap / MiMo V2.6 Pro · Task 96
MiMo V2.6 Pro · Single-turn · Task 96 (Calculation, half-cent rounding tie) 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 2510.90 2510.90 2510.90 2510.90
employee contribution 125.55 125.55 125.55 125.55
allowed deduction 0.00 0.00 0.00 0.00
taxable pay 2385.35 2385.35 2385.35 2385.35
income tax 165.95 165.95 165.95 165.95
net pay 2219.40 2219.40 2219.40 2219.40
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: {"a84676d7d0d22839-payroll": {"kind": "payroll", "record": {"gross_pay": "2510.90", "payroll_month": "2026-11"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.04", "cap": "4500.00", "deduction": "400.00", "free": "900.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.24"}, "second-half": {"rate": "0.05", "cap": "3500.00", "deduction": "400.00", "free": "1200.00", "upper": "3000.00", "middle_rate": "0.14", "upper_rate": "0.20"}}
Rollouts
Rollout #1 100.0% passed · 11.5s · $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": "2510.90",
  "employee_contribution": "125.55",
  "allowed_deduction": "0.00",
  "taxable_pay": "2385.35",
  "income_tax": "165.95",
  "net_pay": "2219.40",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON calculate. Month 2026-11 -> second-half. Rate 0.05, cap 3500, deduction cap 400, free 1200, upper 3000, middle 0.14, upper 0.20.

Gross 2510.90. Contribution = 0.05 * min(2510.90, 3500) = 0.05*2510.90 = 125.545 -> round half up -> 125.55 (since 125.545 exactly... half up -> 125.55). Decimal exactly125.545 -> round to 125.55.

Allowed deduction: omitted -> 0.00. Check <= 400 and <=2510.90-125.55 = 2385.35. OK.

Taxable pay = 2510.90 - 125.55 - 0.00 = 2385.35.

Tax: free 1200 untaxed. Portion from 1200 to 3000: 2385.35-1200 = 1185.35.1185.35 * 0.14 = 165.949. Round total -> 165.95.

Net = 2510.90 - 125.55 - 0.00 - 165.95 = 2219.40.

Clauses: R1, R2, R3, R4, R5, R6. No amendment needed.
Rollout #2 100.0% passed · 7.1s · $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": "2510.90",
  "employee_contribution": "125.55",
  "allowed_deduction": "0.00",
  "taxable_pay": "2385.35",
  "income_tax": "165.95",
  "net_pay": "2219.40",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
Second-half row: rate 0.05, cap 3500, deduction 400, free 1200, upper 3000, middle 0.14, upper 0.20.

gross 2510.90. contribution = 0.05 * min(2510.90, 3500) = 125.545 -> 125.55 (round half up).
allowed_deduction omitted -> 0.00. Check cap 400 and gross - contribution = 2385.35. OK.
taxable = 2510.90 - 125.55 - 0 = 2385.35.
Tax: free 1200 untaxed. portion 1200 to 3000 = 2385.35-1200 = 1185.35 * 0.14 = 165.949. Round total: 165.949 -> 165.95.
net = 2510.90 - 125.55 - 0 - 165.95 = 2219.40.
Rollout #3 100.0% passed · 9.7s · $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": "2510.90",
  "employee_contribution": "125.55",
  "allowed_deduction": "0.00",
  "taxable_pay": "2385.35",
  "income_tax": "165.95",
  "net_pay": "2219.40",
  "clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
Payroll month 2026-11 → second-half. Values: rate 0.05, cap 3500.00, deduction 400.00, free 1200.00, upper 3000.00, middle 0.14, upper_rate 0.20.

gross 2510.90. min(2510.90, 3500.00)=2510.90. Contribution = 0.05*2510.90 = 125.545 → round half up = 125.55? 0.05*2510.90 = 125.545 exactly. Round half up → 125.55.

Allowed deduction: omitted → 0.00. Cap 400.00; gross - contribution = 2385.35. So 0.00 fine.

Taxable = 2510.90 - 125.55 - 0 = 2385.35.

Tax: free 1200. Taxable above free = 1185.35, up to upper 3000 → middle rate 0.14. Tax = 1185.35*0.14 = 165.949 → 165.95.

Net = 2510.90 - 125.55 - 0 - 165.95 = 2219.40.

Check: 2510.90-125.55=2385.35; -165.95=2219.40. Yes.

Clauses: R1-R6. Also R2 for rounding? "Calculated answers cite R1 through R6" — include all R1,R2,R3,R4,R5,R6.