← Heatmap / GPT 5.6 Luna · Task 92
GPT 5.6 Luna* · Single-turn · Task 92 (Calculation, at the wage cap)
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 | 3999.99 | 3999.99 | 3999.99 | 3999.99 |
| employee contribution | 280.00 | 280.00 | 280.00 | 280.00 |
| allowed deduction | 391.99 | 391.99 | 391.99 | 391.99 |
| taxable pay | 3328.00 | 3328.00 | 3328.00 | 3328.00 |
| income tax | 324.16 | 324.16 | 324.16 | 324.16 |
| net pay | 3003.84 | 3003.84 | 3003.84 | 3003.84 |
| 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: {"96ed6aa66caaba7d-payroll": {"kind": "payroll", "record": {"gross_pay": "3999.99", "payroll_month": "2026-09", "allowed_deduction": "391.99"}}, "96ed6aa66caaba7d-contract": {"kind": "contract", "gross_pay": "3999.99"}}
Authoritative case reference schedule: {"first-half": {"rate": "0.05", "cap": "3500.00", "deduction": "400.00", "free": "1100.00", "upper": "3000.00", "middle_rate": "0.14", "upper_rate": "0.20"}, "second-half": {"rate": "0.07", "cap": "4000.00", "deduction": "400.00", "free": "1200.00", "upper": "3000.00", "middle_rate": "0.14", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 4.6s · $0.0004
| Component | Score | Clauses |
|---|---|---|
| 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": "3999.99",
"employee_contribution": "280.00",
"allowed_deduction": "391.99",
"taxable_pay": "3328.00",
"income_tax": "324.16",
"net_pay": "3003.84",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
**Calculating contribution and tax** I need to calculate various aspects for the second half of September. The rate is 0.07 and there's a cap of 4000 with deductions. For gross income of 3999.99, the minimum contribution cap is around 280. The taxable amount then is 3328.00. For tax, I assess contributions above the free amounts: 1800 at 0.14 and 328 at 0.22. This results in a total tax of 324.16. Finally, the net amount comes to 3003.84. I’ll specify any exact fields if needed.
Rollout #2 100.0% passed · 3.1s · $0.0003
| Component | Score | Clauses |
|---|---|---|
| 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": "3999.99",
"employee_contribution": "280.00",
"allowed_deduction": "391.99",
"taxable_pay": "3328.00",
"income_tax": "324.16",
"net_pay": "3003.84",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Rollout #3 100.0% passed · 3.1s · $0.0003
| Component | Score | Clauses |
|---|---|---|
| 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": "3999.99",
"employee_contribution": "280.00",
"allowed_deduction": "391.99",
"taxable_pay": "3328.00",
"income_tax": "324.16",
"net_pay": "3003.84",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}