← Heatmap / DeepSeek V4.1 Flash · Task 63
DeepSeek V4.1 Flash · Single-turn · Task 63 (Calculation, at the upper bracket 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 | 4093.39 | 4093.39 | 4093.39 | 4093.39 |
| employee contribution | 245.60 | 245.60 | 245.60 | 245.60 |
| allowed deduction | 247.81 | 247.81 | 247.81 | 247.81 |
| taxable pay | 3599.98 | 3599.98 | 3599.98 | 3599.98 |
| income tax | 324.00 | 324.00 | 324.00 | 324.00 |
| net pay | 3275.98 | 3275.98 | 3275.98 | 3275.98 |
| 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: {"c9a494472e6b6cd2-payroll": {"kind": "payroll", "record": {"gross_pay": "4093.39", "payroll_month": "2026-06", "allowed_deduction": "247.81"}}}
Authoritative case reference schedule: {"first-half": {"rate": "0.06", "cap": "5000.00", "deduction": "400.00", "free": "900.00", "upper": "3600.00", "middle_rate": "0.12", "upper_rate": "0.24"}, "second-half": {"rate": "0.05", "cap": "4000.00", "deduction": "400.00", "free": "1100.00", "upper": "3300.00", "middle_rate": "0.10", "upper_rate": "0.24"}}
Rollouts
Rollout #1 100.0% 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": "4093.39",
"employee_contribution": "245.60",
"allowed_deduction": "247.81",
"taxable_pay": "3599.98",
"income_tax": "324.00",
"net_pay": "3275.98",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need calculate. Need follow rules. Need parse. Payroll month 2026-06 => first-half. Authoritative schedule supplied replaces defaults. First-half row: rate 0.06, cap 5000.00, deduction cap 400.00, free 900.00, upper 3600.00, middle_rate 0.12, upper_rate 0.24. Input gross_pay 4093.39, allowed_deduction 247.81. No contract conflict absent. Need calculate. Employee contribution = rate * min(gross, cap). min(4093.39,5000)=4093.39. 4093.39 * 0.06 = 245.6034. Round half-up to 2 decimals = 245.60 (since third decimal 3). Let's compute: 4093.39*6/100 = 24560.34/100? Wait 4093.39*0.06 = 245.6034 yes -> 245.60. Allowed deduction defaults? Given 247.81. Must not exceed deduction cap 400 or gross - rounded employee contribution = 4093.39 - 245.60 = 3847.79. 247.81 <= both. OK. Taxable pay = gross - employee contribution - allowed deduction = 4093.39 - 245.60 - 247.81 = 3600 -? compute: 4093.39 - 245.60 = 3847.79. minus 247.81 = 3599.98. Yes taxable_pay 3599.98. Income tax progressive: Tax-free up to 900.00. Upper bracket begins 3600.00. Taxable 3599.98. Since below upper boundary. Portion above free up to upper = 3599.98 - 900.00 = 2699.98. Middle rate 0.12. Tax = 2699.98 * 0.12 = 323.9976. Round half-up to 2 decimals = 324.00? 323.9976 -> third decimal 7? Let's see 323.9976, to two decimals: hundredths digits 99, thousandths digit 7, so round up to 324.00. Yes. Net pay = gross - contribution - allowed deduction - income tax = 4093.39 - 245.60 - 247.81 - 324.00 = taxable_pay 3599.98 - 324.00 = 3275.98. Or 4093.39 - 817.41 = 3275.98. Let's sum deductions: 245.60+247.81=493.41; +324=817.41; 4093.39-817.41=3275.98. Need clauses. Calculated answers cite R1 through R6. No amendment. So clauses ["R1","R2","R3","R4","R5","R6"]? R6 for answer. The instruction says "Calculated answers cite R1 through R6". Use exactly required answer fields. Allowed fields calculate uses decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted. We can include explanation? Probably not needed. Need JSON object no markdown. Money strings two decimals. decision "calculate". currency "LCR". Need ensure no input-only fields. Good. Let's craft final JSON. Ensure no Markdown.
Rollout #2 100.0% passed · 7.5s · $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": "4093.39",
"employee_contribution": "245.60",
"allowed_deduction": "247.81",
"taxable_pay": "3599.98",
"income_tax": "324.00",
"net_pay": "3275.98",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need compute. Need inspect rules. We have payroll record gross_pay 4093.39, month 2026-06. Authoritative schedule first-half for 2026-01 through 2026-06: rate 0.06 cap 5000.00 deduction cap 400.00 free 900.00 upper 3600.00 middle 0.12 upper 0.24. Need calculate.
Check required: gross_pay present, month present, reference row exists. No contract_gross_pay, no amendment. allowed_deduction 247.81.
R3 employee contribution = rate * min(gross, cap). gross 4093.39 < 5000.00. contribution = 0.06 * 4093.39 = 245.6034. Round half-up to 2 decimals = 245.60? Let's compute: 4093.39 * 6 = 24560.34 /100? Wait 4093.39 * 0.06 = 245.6034. To two decimals: 245.60 because third decimal 3. Yes 245.60.
R4 allowed_deduction defaults. Must not exceed deduction cap 400.00 or gross minus rounded employee contribution. gross - contribution = 4093.39 - 245.60 = 3847.79. 247.81 <= 400 and <=3847.79. OK.
Taxable pay = gross - employee contribution - allowed deduction = 4093.39 - 245.60 - 247.81 = 3600 -? Compute: 4093.39 -245.60 =3847.79; -247.81 =3599.98. Yes taxable_pay 3599.98.
R5 income tax. Tax-free 900.00. Upper bracket begins 3600.00. Taxable 3599.98. Since taxable <= upper boundary 3600, entire above free up to taxable uses middle rate. Portion above free = 3599.98 - 900.00 = 2699.98. Middle rate 0.12. Tax = 2699.98 * 0.12 = 323.9976. Round half-up to 2 decimals = 324.00? 323.9976 -> at two decimals: hundredths: 323.99 with third decimal 7? Actually 323.9976: decimals 9976, to 2 decimals: look at third decimal (thousandths) = 7, so round 323.99 up to 324.00. Yes.
Net pay = gross - employee contribution - allowed deduction - income tax = 4093.39 - 245.60 - 247.81 - 324.00 = 3600? Let's compute: 4093.39 -245.60=3847.79; -247.81=3599.98; -324.00=3275.98. Net_pay 3275.98.
Need clauses supporting calculation. Calculated answers cite R1 through R6, and also R9 only when amendment needed. No amendment. So clauses ["R1","R2","R3","R4","R5","R6"]? The prompt says "Provide clause references supporting the calculation." Required answer fields include clauses. R6 says cite R1 through R6. So include R1-R6. Maybe not R2? R6 says calculated answers cite R1 through R6. We can include all. Need exactly required answer fields and only clauses that directly govern answer. Allowed fields for calculate: decision, currency, gross_pay, employee_contribution, allowed_deduction, taxable_pay, income_tax, net_pay, clauses. Optional explanation permitted. Need JSON object no markdown. Money strings with two decimals. Use decision "calculate", currency "LCR". Include fields. No explanation maybe. Ensure no input-only fields.
Need consider authoritative schedule replaces defaults. Yes. Month 2026-06 first-half. Contribution rate 0.06, cap 5000. Deduction cap 400, free 900, upper 3600, middle 0.12, upper 0.24. Good.
Let's double-check rounding contribution. R2: Round monetary calculation results to two decimal places using round-half-up. 245.6034 -> 245.60. Tax: 323.9976 -> 324.00. Taxable pay maybe arithmetic exact no rounding? It's derived from rounded contribution and allowed deduction, gross. 4093.39 - 245.60 - 247.81 = 3599.98. Good.
Potential issue: R4 "Subtract both employee contribution and allowed deduction from gross pay to obtain taxable pay." It uses rounded employee contribution? It says rounded employee contribution in cap check, and subtract both employee contribution and allowed deduction. Employee contribution is rounded under R3. So yes.
Potential issue: allowed deduction cap is 400, but also must not exceed gross minus rounded contribution. 247.81 <= 3847.79. OK.
Potential issue: The upper bracket begins 3600.00. Taxable pay is 3599.98 just below. So no upper. Tax = (3599.98 - 900)*0.12 = 2699.98*0.12 = 323.9976. Round half-up = 324.00. Yes.
Potential issue: income tax if taxable pay below free? no.
Need final JSON. Ensure strings. Could include clauses array. No Markdown. Use exact required fields. Let's craft.
```json
{"decision":"calculate","currency":"LCR","gross_pay":"4093.39","employee_contribution":"245.60","allowed_deduction":"247.81","taxable_pay":"3599.98","income_tax":"324.00","net_pay":"3275.98","clauses":["R1","R2","R3","R4","R5","R6"]}
```
Need no prose. That's it.
Rollout #3 100.0% passed · 8.2s · $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": "4093.39",
"employee_contribution": "245.60",
"allowed_deduction": "247.81",
"taxable_pay": "3599.98",
"income_tax": "324.00",
"net_pay": "3275.98",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Reasoning
We need answer JSON only. Need compute payroll for 2026-06, first-half row from authoritative schedule. Need follow rules. Let's parse. Input: gross_pay 4093.39, payroll_month 2026-06, allowed_deduction 247.81. No contract_gross_pay/amendment. Need calculate. Authoritative schedule first-half: rate 0.06, cap 5000.00, deduction 400.00, free 900.00, upper 3600.00, middle_rate 0.12, upper_rate 0.24. Employee contribution = rate * min(gross, cap). min(4093.39,5000)=4093.39. 4093.39 * 0.06 = 245.6034. Round half-up to 2 decimals = 245.60? Let's calculate: 4093.39*6/100 = 245.6034. Third decimal 3, so 245.60. Yes. Allowed deduction defaults? provided 247.81. Must not exceed deduction cap 400.00 or gross minus rounded employee contribution. gross - contribution = 4093.39 - 245.60 = 3847.79. 247.81 <= 400 and <=3847.79 yes. Taxable pay = gross - employee contribution - allowed deduction = 4093.39 - 245.60 - 247.81 = 3600 -? Compute 4093.39 - 245.60 = 3847.79. minus 247.81 = 3599.98. Let's compute: 3847.79 - 247.81 = 3599.98. Yes. Income tax progressive: taxable 3599.98. Free 900.00. Upper bracket begins 3600.00. Taxable above free up to upper boundary: min(taxable, upper) - free = min(3599.98,3600)=3599.98 - 900 = 2699.98 at middle rate 0.12. Above upper: taxable >3600? 3599.98 <3600, so 0. Income tax = 2699.98 * 0.12 = 323.9976. Round half-up to 2 decimals = 324.00? 323.9976 -> third decimal 7? Let's see 323.9976. To 2 decimals: 323.99 with third decimal 7? Actually decimals: .9976. Hundredths digit = 9? Let's write 323.9976: digits after decimal 9 9 7 6. To two decimals: look at third decimal (7). So round up the hundredths: 323.99 + 0.01 = 324.00. Yes. Net pay = gross - employee contribution - allowed deduction - income tax = 4093.39 - 245.60 - 247.81 - 324.00 = 3599.98 - 324.00 = 3275.98. Or 4093.39 - 817.41 = 3275.98. Check: 245.60+247.81=493.41; +324=817.41. 4093.39-817.41=3275.98. Need output decision calculate, currency LCR, fields as strings two decimals. Clauses: R1 through R6? Since amendment not needed. Cite R1,R2,R3,R4,R5,R6. Maybe also R9? Not needed. The prompt says calculated answers cite R1 through R6, and also R9 only when amendment needed. So clauses ["R1","R2","R3","R4","R5","R6"]. Maybe include R? Allowed? "only clauses that directly govern". We can include R1-R6. Explanation optional. Need no markdown. Ensure JSON object exactly fields. Use money strings. Include allowed_deduction "247.81". Employee contribution "245.60". taxable_pay "3599.98". income_tax "324.00". net_pay "3275.98". gross_pay "4093.39". decision "calculate". currency "LCR". clauses. Need be careful: The rule says "Every monetary expected answer exact at cent". Good. Let's double-check arithmetic with decimal. 4093.39 * 0.06 = 245.6034 round half-up = 245.60 because third decimal 3. Yes. Taxable = 4093.39 - 245.60 - 247.81 = 3599.98. Yes. Tax: middle bracket portion = taxable - free = 3599.98 - 900 = 2699.98. 2699.98 * 0.12 = 323.9976. Round half-up: 323.9976 -> to 2 decimals: 324.00. Yes. Wait round half-up: 323.9976, the thousandths digit is 7? Let's parse: 323.9976. To 2 decimals, we need hundredths. Number is 323 + 0.9976. Hundredths is 9 (0.99). Thousandths is 7 (0.007). So round up to 324.00. Correct. Net = 4093.39 - 245.60 - 247.81 - 324.00 = 3275.98. Yes. Need maybe cite R1 for reference schedule, R3 contribution, R4 deduction/taxable, R5 tax, R6 net. R2 arithmetic. Good. Final JSON only. No markdown. Ensure no trailing.