← Heatmap / DeepSeek V4.1 Flash · Task 6
DeepSeek V4.1 Flash · Single-turn · Task 6 (Calculation, upper 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 | 3468.15 | 3468.15 | 3468.15 | 3468.15 |
| employee contribution | 138.73 | 138.73 | 138.73 | 138.73 |
| allowed deduction | 47.85 | 47.85 | 47.85 | 47.85 |
| taxable pay | 3281.57 | 3281.57 | 3281.57 | 3281.57 |
| income tax | 329.95 | 329.95 | 329.95 | 329.95 |
| net pay | 2951.62 | 2951.62 | 2951.62 | 2951.62 |
| 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: {"0eb088af1b0a1e64-payroll": {"kind": "payroll", "record": {"gross_pay": "3468.15", "payroll_month": "2026-06", "allowed_deduction": "47.85"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.04", "cap": "4500.00", "deduction": "400.00", "free": "1200.00", "upper": "2800.00", "middle_rate": "0.14", "upper_rate": "0.22"}, "second-half": {"rate": "0.07", "cap": "4500.00", "deduction": "400.00", "free": "1200.00", "upper": "3000.00", "middle_rate": "0.08", "upper_rate": "0.22"}}
Rollouts
Rollout #1 100.0% passed · 3.7s · $0.0008
| 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": "3468.15",
"employee_contribution": "138.73",
"allowed_deduction": "47.85",
"taxable_pay": "3281.57",
"income_tax": "329.95",
"net_pay": "2951.62",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need compute per rules with case schedule. Payroll month 2026-06 => first-half. Schedule values replace defaults: rate 0.04, cap 4500.00, deduction cap 400.00, free 1200.00, upper 2800.00, middle 0.14, upper 0.22. Input gross 3468.15, allowed_deduction 47.85. Need employee contribution = rate * min(gross, cap). min = 3468.15. 3468.15 * 0.04 = 138.726. Round half-up to two decimals = 138.73? Let's calculate: 3468.15*4/100 = 13872.6/100? Wait 3468.15*0.04 = 138.726 exactly. Round half-up at third decimal 6 => 138.73 yes. Allowed deduction check: must not exceed deduction cap 400, and gross - rounded employee contribution = 3468.15 - 138.73 = 3329.42. 47.85 <= both. taxable_pay = gross - employee_contribution - allowed_deduction = 3468.15 - 138.73 - 47.85 = 3281.57? Let's compute: 3468.15 - 138.73 = 3329.42. minus 47.85 = 3281.57. Yes. Income tax progressive: taxable 3281.57. Tax-free 1200.00 untaxed. Portion above free up to upper boundary 2800.00 uses middle rate. Since taxable 3281.57 > upper 2800. Middle portion = 2800 - 1200 = 1600.00. Tax middle = 1600*0.14 = 224.00. Upper portion = 3281.57 - 2800 = 481.57. Tax upper = 481.57*0.22 = 105.9454? Compute 481.57*22/100 = 10594.54/100 = 105.9454. Sum = 329.9454. Round half-up to two decimals = 329.95? Third decimal 5? 329.9454, to two decimals: hundredths digits 4? Let's see 329.9454: digits 329 . 9 4 5 4. Rounding to two decimals: look at third decimal = 5, next 4. Round half-up? Since third digit 5 and following 4, number is 329.9454 > 329.945? Actually to two decimals, we consider 329.9454. The thousandths digit is 5, so round up the hundredths 4 to 5, yielding 329.95. Yes. Net pay = gross - employee_contribution - allowed_deduction - income_tax = 3468.15 - 138.73 - 47.85 - 329.95 =? 3468.15 - 138.73 = 3329.42. -47.85 = 3281.57. -329.95 = 2951.62. Or taxable - tax = 3281.57 - 329.95 = 2951.62. Yes. Need include clauses supporting. Calculated answers cite R1 through R6, and also R9 only when amendment needed. No amendment. So clauses likely ["R1","R2","R3","R4","R5","R6"]. Need exact required fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted but not necessary. Need no Markdown. Money strings two decimals. Ensure allowed_deduction "47.85". Gross "3468.15". Employee "138.73". Taxable "3281.57". Income tax "329.95". Net "2951.62". Need maybe mention case schedule? Clause references enough. Return JSON object only.
Rollout #2 100.0% passed · 4.3s · $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": "3468.15",
"employee_contribution": "138.73",
"allowed_deduction": "47.85",
"taxable_pay": "3281.57",
"income_tax": "329.95",
"net_pay": "2951.62",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need calculate. Need parse. Payroll month 2026-06 => first-half. Authoritative schedule first-half values replace defaults: rate 0.04, cap 4500.00, deduction cap 400.00, free 1200.00, upper 2800.00, middle_rate 0.14, upper_rate 0.22. Gross 3468.15. allowed_deduction 47.85. Employee contribution = rate * min(gross, cap). min(3468.15,4500)=3468.15. *0.04 = 138.726. Round half-up two decimals = 138.73? 138.726 -> third decimal 6, so 138.73 yes. Allowed deduction check: must not exceed deduction cap 400 or gross - rounded contribution = 3468.15 - 138.73 = 3329.42. 47.85 <= both. ok. Taxable pay = gross - employee_contribution - allowed_deduction = 3468.15 - 138.73 - 47.85 = 3281.57? compute: 3468.15 - 138.73 = 3329.42. -47.85 = 3281.57. Yes. Income tax progressive: Taxable 3281.57. Tax-free 1200. Upper bracket begins 2800. So portion above free up to upper: 2800 - 1200 = 1600 at 0.14 = 224.00. Portion above upper: 3281.57 - 2800 = 481.57 at 0.22 = 105.9454? 481.57*0.22 = 105.9454. Sum = 329.9454. Round half-up two decimals = 329.95? 329.9454 third decimal 5? Let's see 329.9454: hundredths digits 4? 329.9454, to two decimals: look at third decimal (thousandths) = 5. Round up hundredths from 4 to 5 => 329.95. Yes. Net pay = gross - employee_contribution - allowed_deduction - income_tax = 3468.15 - 138.73 - 47.85 - 329.95 = 2951.62? Compute 3468.15 - 138.73 = 3329.42. -47.85 = 3281.57. -329.95 = 2951.62. Yes. Need clauses. Calculated answers cite R1 through R6. No amendment. So clauses ["R1","R2","R3","R4","R5","R6"] maybe. Need exact required fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation? Not needed. Ensure money strings two decimals. Need no markdown. Final JSON.
Rollout #3 100.0% passed · 5.7s · $0.0009
| 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": "3468.15",
"employee_contribution": "138.73",
"allowed_deduction": "47.85",
"taxable_pay": "3281.57",
"income_tax": "329.95",
"net_pay": "2951.62",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer calculate. Need follow rules. Need parse. Payroll month 2026-06 => first-half. Case authoritative schedule replaces defaults: first-half rate 0.04, cap 4500.00, deduction cap 400.00, free 1200.00, upper begins 2800.00, middle_rate 0.14, upper_rate 0.22. Gross 3468.15, allowed_deduction 47.85. Check R7: no contract_gross_pay. Month covered. Deduction cap 400, gross minus employee contribution. Compute employee contribution = rate * min(gross, cap). gross 3468.15 < cap 4500, so 0.04*3468.15 = 138.726 -> round half-up 138.73. Allowed deduction 47.85 <= cap 400 and <= gross - contribution? gross - contribution = 3468.15 - 138.73 = 3329.42. 47.85 <= yes. Taxable pay = gross - employee_contribution - allowed_deduction = 3468.15 - 138.73 - 47.85 = let's compute. 3468.15 - 138.73 = 3329.42. minus 47.85 = 3281.57. Check. Income tax progressive: taxable 3281.57. Free 1200.00. Upper begins 2800.00. Middle bracket: amount from free to upper = 2800 - 1200 = 1600.00 at 0.14 = 224.00. Upper portion: taxable above 2800 = 3281.57 - 2800 = 481.57 at 0.22 = 105.9454? 481.57*0.22 = 105.9454. Sum = 329.9454. Round half-up to two decimals = 329.95? Need check 329.9454 rounds to 329.95 because third decimal 5? Let's see 329.9454: hundredths is 4? Actually 329.9454: digits 329 . 9 4 5 4. To two decimals: 329.94? Wait decimal: 329.9454. The hundredths digit is 4? Let's parse: 329.9454 = 329 + 0.9454. Tenths = 9, hundredths = 4, thousandths = 5. So rounding to two decimals: look at thousandths digit 5, round up hundredths from 4 to 5 -> 329.95. Yes. Net pay = gross - employee_contribution - allowed_deduction - income_tax = 3468.15 - 138.73 - 47.85 - 329.95. Compute 3468.15 - 138.73 = 3329.42. -47.85 = 3281.57. -329.95 = 2951.62. Or gross - contrib - deduction - tax = 3468.15 - 516.53? 138.73+47.85=186.58; +329.95=516.53; 3468.15-516.53=2951.62. Yes. Need output JSON exactly fields: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Maybe optional explanation not needed. Clauses R1 through R6. Since amendment not needed. Need cite R1-R6. Use exact strings two decimals. Ensure no Markdown fences. Need maybe clauses array? They didn't specify format but allowed answer fields. Likely clauses array of strings. Use ["R1","R2","R3","R4","R5","R6"]. Could include R1? R6 says calculated answers cite R1 through R6. Good. Need ensure no input-only fields. Output only JSON. Double-check if authoritative schedule "schedule must include rate, cap, deduction, free, upper, middle_rate, upper_rate in each row." It does. Use first-half. Potential issue: R4 allowed deduction must not exceed selected deduction cap or gross pay minus rounded employee contribution. It is 47.85. Good. Potential issue: "Do not round intermediate bracket products separately before summing income tax." We computed sum then round. Good. Let's produce.