← Heatmap / GPT 5.6 Luna · Task 22
GPT 5.6 Luna* · Single-turn · Task 22 (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 | 4499.98 | 4499.98 | 4499.98 | 4499.98 |
| employee contribution | 270.00 | 270.00 | 270.00 | 270.00 |
| allowed deduction | 93.05 | 93.05 | 93.05 | 93.05 |
| taxable pay | 4136.93 | 4136.93 | 4136.93 | 4136.93 |
| income tax | 371.39 | 371.39 | 371.39 | 371.39 |
| net pay | 3765.54 | 3765.54 | 3765.54 | 3765.54 |
| 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: {"b3c7b35caa7886e2-payroll": {"kind": "payroll", "record": {"gross_pay": "4499.98", "payroll_month": "2026-04", "allowed_deduction": "93.05"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.06", "cap": "4500.00", "deduction": "400.00", "free": "1200.00", "upper": "3000.00", "middle_rate": "0.08", "upper_rate": "0.20"}, "second-half": {"rate": "0.06", "cap": "4500.00", "deduction": "400.00", "free": "1100.00", "upper": "3000.00", "middle_rate": "0.12", "upper_rate": "0.24"}}
Rollouts
Rollout #1 100.0% passed · 3.7s · $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": "4499.98",
"employee_contribution": "270.00",
"allowed_deduction": "93.05",
"taxable_pay": "4136.93",
"income_tax": "371.39",
"net_pay": "3765.54",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
**Calculating contributions and taxes** I'm working on a custom calculation for the first half of the month. With a gross amount of 4499.98, I find the contribution to be about 270.00 after applying the rate. There’s a deduction of 93.05, keeping it valid since it’s under 400. After these adjustments, the taxable income is 4136.93. The tax breakdown shows a total of approximately 371.39, leading to a net amount of 3765.54. I’ll ensure all fields are exact.
Rollout #2 100.0% passed · 3.2s · $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": "4499.98",
"employee_contribution": "270.00",
"allowed_deduction": "93.05",
"taxable_pay": "4136.93",
"income_tax": "371.39",
"net_pay": "3765.54",
"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": "4499.98",
"employee_contribution": "270.00",
"allowed_deduction": "93.05",
"taxable_pay": "4136.93",
"income_tax": "371.39",
"net_pay": "3765.54",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}