← Heatmap / DeepSeek V4.1 Flash · Task 21
DeepSeek V4.1 Flash · Single-turn · Task 21 (Calculation, below tax-free line)
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 | 614.66 | 614.66 | 614.66 | 614.66 |
| employee contribution | 30.73 | 30.73 | 30.73 | 30.73 |
| allowed deduction | 175.67 | 175.67 | 175.67 | 175.67 |
| taxable pay | 408.26 | 408.26 | 408.26 | 408.26 |
| income tax | 0.00 | 0.00 | 0.00 | 0.00 |
| net pay | 408.26 | 408.26 | 408.26 | 408.26 |
| 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: {"e5a9428bd6b25f92-payroll": {"kind": "payroll", "record": {"gross_pay": "614.66", "payroll_month": "2026-09", "allowed_deduction": "175.67"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.04", "cap": "4000.00", "deduction": "400.00", "free": "900.00", "upper": "2800.00", "middle_rate": "0.14", "upper_rate": "0.22"}, "second-half": {"rate": "0.05", "cap": "4000.00", "deduction": "400.00", "free": "1000.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.24"}}
Rollouts
Rollout #1 100.0% passed · 5.6s · $0.0006
| 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": "614.66",
"employee_contribution": "30.73",
"allowed_deduction": "175.67",
"taxable_pay": "408.26",
"income_tax": "0.00",
"net_pay": "408.26",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need calculate under supplied rules. Need parse. Payroll month 2026-09 -> second-half. Authoritative schedule second-half: rate 0.05, cap 4000.00, deduction cap 400.00, free 1000.00, upper 3600.00, middle_rate 0.12, upper_rate 0.24. Gross 614.66. Allowed deduction 175.67. Need employee contribution = rate * min(gross, cap) = 0.05 * 614.66 = 30.733 -> round half-up 30.73? 30.733 to two decimals: third decimal 3, so 30.73. Check decimal: 614.66*0.05=30.7330. Round half-up to 30.73. Allowed deduction must not exceed selected deduction cap 400 or gross - rounded employee contribution = 614.66 - 30.73 = 583.93. 175.67 <= both yes. Taxable pay = gross - employee contribution - allowed deduction = 614.66 - 30.73 - 175.67 = 408.26? Compute: 614.66 - 30.73 = 583.93; -175.67 = 408.26. Yes. Income tax progressive: taxable 408.26. Tax-free amount 1000.00. Since taxable <= free, income tax = 0.00. Need round total 0.00. Net pay = gross - employee contribution - allowed deduction - income tax = 614.66 - 30.73 - 175.67 - 0.00 = 408.26. Wait net equals taxable if tax zero. Yes 408.26. Need clauses. Calculated answers cite R1 through R6, and also R9 only when amendment needed. Here no amendment. So clauses likely ["R1","R2","R3","R4","R5","R6"]. Need include only clauses directly govern answer. R2 arithmetic, R3 contribution, R4 deduction/taxable, R5 tax, R6 net. R1 selecting row. Yes. Need output JSON object no markdown. Fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted but maybe not needed. Money strings two decimals. Ensure no extra fields. Use exact required answer fields. Let's craft. Check if allowed_deduction input as 175.67. Need output allowed_deduction 175.67. Employee_contribution 30.73. Taxable_pay 408.26. Income_tax 0.00. Net_pay 408.26. Double-check if R4 says allowed_deduction defaults 0.00 when omitted. Here present. Must not exceed cap or gross minus rounded employee contribution. Yes. Potential issue: R2 rounding monetary calculation results. Employee contribution rounded. Taxable pay maybe calculation result? It says subtract both... to obtain taxable pay. Should round? It is exact to cents due to inputs and rounded contribution. Allowed deduction two decimals. So 408.26. Income tax: Taxable pay up to tax-free amount untaxed. 408.26 <= 1000, tax 0.00. Good. Need maybe include R7? No. No clarification. Final JSON. Ensure no markdown.
Rollout #2 100.0% passed · 3.6s · $0.0005
| 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": "614.66",
"employee_contribution": "30.73",
"allowed_deduction": "175.67",
"taxable_pay": "408.26",
"income_tax": "0.00",
"net_pay": "408.26",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need process. Need parse. We have payroll record gross_pay 614.66, payroll_month 2026-09, allowed_deduction 175.67. Authoritative schedule second-half applies for 2026-09. Values: rate 0.05, cap 4000.00, deduction cap 400.00, free 1000.00, upper 3600.00, middle_rate 0.12, upper_rate 0.24. Need calculate employee contribution = rate * min(gross, cap) = 0.05 * 614.66 = 30.733 -> round half-up to 30.73. allowed_deduction 175.67. Check cap 400 and gross - contribution = 614.66 - 30.73 = 583.93. allowed 175.67 <= both. taxable_pay = gross - contribution - allowed = 614.66 - 30.73 - 175.67 = 408.26? Compute 614.66 - 30.73 = 583.93. -175.67 = 408.26. Yes. Income tax: taxable 408.26 <= free 1000, so income_tax 0.00. Net pay = gross - employee contribution - allowed deduction - income tax = 614.66 - 30.73 - 175.67 - 0 = 408.26. Wait net equals taxable if tax zero. Yes. Need return fields decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Money strings two decimals. Clauses cite R1-R6. No amendment. Need maybe include explanation optional? Not necessary. Must use exactly required answer fields and only clauses directly govern. For calculate cite R1 through R6. Maybe include R2, R3, R4, R5, R6, R1. Could include all R1-R6. Need no Markdown. Ensure JSON valid. Check if any conflict? No contract_gross_pay. Missing? no. Need maybe "clauses": ["R1","R2","R3","R4","R5","R6"]. R6 answer format. Good. Let's craft. Ensure no extra fields. Allowed fields only. Money strings. decision calculate. currency LCR. Double-check rounding: 614.66*0.05 = 30.733. Round half-up to two decimals: 30.73 because third decimal 3. Yes. Taxable: 614.66 - 30.73 - 175.67 = 408.26. Tax 0. Net 408.26. Need final JSON object no prose.
Rollout #3 100.0% passed · 5.6s · $0.0007
| 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": "614.66",
"employee_contribution": "30.73",
"allowed_deduction": "175.67",
"taxable_pay": "408.26",
"income_tax": "0.00",
"net_pay": "408.26",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need process payroll. Need inspect rules. We have record gross_pay 614.66, payroll_month 2026-09, allowed_deduction 175.67. Authoritative schedule second-half for 2026-07 through 12: rate 0.05, cap 4000, deduction cap 400, free 1000, upper 3600, middle 0.12, upper 0.24. Need calculate. Check required: gross_pay present, month present covered. No contract_gross_pay. allowed_deduction present 175.67. Need ensure <= deduction cap 400 and <= gross_pay - employee contribution. Employee contribution = rate * min(gross, cap) = 0.05 * 614.66 = 30.733. Round half-up to two decimals = 30.73? 30.733 -> third decimal 3, so 30.73. Wait 0.05*614.66 = 30.7330. Round to 2 decimals: 30.73 because 30.733, hundredths 3? Let's calculate: 614.66 * 5 /100 = 3073.30 /100 = 30.733. At 2 decimals: 30.73 if third decimal 3 (<5). Yes. Allowed deduction 175.67 <= cap 400. Also <= gross - employee contribution = 614.66 - 30.73 = 583.93. Yes. Taxable pay = gross - employee_contribution - allowed_deduction = 614.66 - 30.73 - 175.67 = 408.26. Let's compute: 614.66 - 30.73 = 583.93; -175.67 = 408.26. Income tax progressive. Taxable pay 408.26. Tax-free amount 1000. Since taxable pay <= 1000, income tax = 0.00. Note taxable pay after deductions below free. So income_tax 0.00. Net pay = gross - employee_contribution - allowed_deduction - income_tax = 614.66 - 30.73 - 175.67 - 0 = 408.26. Wait net equals taxable pay if tax 0. Yes. Need return JSON object with fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Money strings two decimals. Clauses cite R1-R6. Maybe R9 not needed. Need exactly required answer fields and only clauses that directly govern. Use citation requirements. We can include clauses array? The allowed answer fields include clauses. Need decide format. likely clauses: ["R1","R2","R3","R4","R5","R6"]? "Calculated answers cite R1 through R6". We can include all. Explanation optional. They said return one JSON object without Markdown. Use exactly required answer fields and only clauses that directly govern. We can include clauses. No explanation maybe. Need ensure no extra fields. Let's formulate. Check if any subtlety: Authoritative case reference schedule replaces defaults. We used second-half. Month 2026-09 -> second-half. Rate 0.05, cap 4000, deduction 400, free 1000, upper 3600, middle 0.12, upper 0.24. Yes. Money strings with two decimals: gross_pay "614.66" employee_contribution "30.73" allowed_deduction "175.67" taxable_pay "408.26" income_tax "0.00" net_pay "408.26" Decision "calculate", currency "LCR". Clauses maybe ["R1","R2","R3","R4","R5","R6"]. Does R5 govern? Yes tax calculation. R6 net pay. R2 arithmetic. R1 reference schedule. R3 contribution. R4 deduction/taxable. Good. Need no markdown. Final JSON only.