← Heatmap / GLM 5.3 Flash · Task 92
GLM 5.3 Flash · 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 · 10.2s · $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": "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"],
"explanation": "Payroll month 2026-09 selects the case schedule's second-half row (rate 0.07, cap 4000.00, deduction cap 400.00, free 1200.00, upper 3000.00, middle 0.14, upper rate 0.22). Contribution: 0.07 x min(3999.99, 4000.00) = 279.9993 -> 280.00. Allowed deduction 391.99 is within the 400.00 cap and below gross minus contribution (3719.99). Taxable pay: 3999.99 - 280.00 - 391.99 = 3328.00. Tax: 1200.00 untaxed; 1800.00 x 0.14 = 252.00; 328.00 x 0.22 = 72.16; total 324.16. Net pay: 3999.99 - 280.00 - 391.99 - 324.16 = 3003.84. Contract gross pay matches the payroll record, so no amendment is needed."
}
Reasoning
Let me work through this payroll calculation. Input: - gross_pay: 3999.99 - payroll_month: 2026-09 - allowed_deduction: 391.99 - contract gross_pay: 3999.99 (matches, no conflict) Case reference schedule (authoritative, replaces defaults): - second-half (2026-07 through 2026-12): rate 0.07, cap 4000.00, deduction 400.00, free 1200.00, upper 3000.00, middle_rate 0.14, upper_rate 0.22 Steps: 1. Employee contribution (R3): rate × min(gross, cap) = 0.07 × min(3999.99, 4000.00) = 0.07 × 3999.99 = 279.9993 → round half up to 280.00. Wait, 0.07 × 3999.99 = 279.9993. Rounded to two decimals: 280.00 (since 279.9993 → 280.00? Let's check: 279.9993 rounded to 2 decimals: third decimal is 9, so 279.99 + 0.01 = 280.00. Actually 279.9993: two decimal places look at 279.99|93 → the digits after are 93, which is ≥ 50? Rounding to two decimals: 279.9993 → look at third decimal digit which is 9 → round up → 280.00. Yes, 280.00. 2. Allowed deduction check (R4): must not exceed deduction cap (400.00) or gross pay minus rounded contribution (3999.99 − 280.00 = 3719.99). 391.99 ≤ 400.00 and ≤ 3719.99. OK. 3. Taxable pay (R4): gross − contribution − deduction = 3999.99 − 280.00 − 391.99 = 3328.00. 4. Income tax (R5), second-half row: free = 1200.00, upper = 3000.00, middle_rate = 0.14, upper_rate = 0.22. - Taxable up to 1200: 0 tax. - 1200 to 3000: 1800 × 0.14 = 252.00. - Above 3000: 3328.00 − 3000.00 = 328.00 × 0.22 = 72.16. Total tax = 252.00 + 72.16 = 324.16. 5. Net pay (R6): 3999.99 − 280.00 − 391.99 − 324.16 = 3003.84. Let me verify: 3999.99 − 280.00 = 3719.99; 3719.99 − 391.99 = 3328.00; 3328.00 − 324.16 = 3003.84. Contract gross pay matches payroll gross pay (3999.99 = 3999.99), so no amendment needed; R9 not cited. Answer fields: - 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"] The schedule is authoritative per R1, so citing R1 covers the schedule selection. Output JSON without markdown fences.
Rollout #2 100.0% passed · 8.6s · $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": "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"],
"explanation": "Payroll month 2026-09 selects the second-half row of the authoritative case schedule (rate 0.07, wage cap 4000.00, deduction cap 400.00, tax-free 1200.00, upper bracket begins 3000.00). Contribution: 0.07 x min(3999.99, 4000.00) = 279.9993, rounded to 280.00. Allowed deduction 391.99 is within the 400.00 cap and within gross pay minus contribution (3719.99). Taxable pay: 3999.99 - 280.00 - 391.99 = 3328.00. Tax: first 1200.00 untaxed; 1800.00 x 0.14 = 252.00; (3328.00 - 3000.00) x 0.22 = 72.16; total 324.16. Net pay: 3999.99 - 280.00 - 391.99 - 324.16 = 3003.84. Contract gross pay matches the payroll record, so no amendment is needed."
}
Reasoning
Let me process this payroll record. Inputs: - gross_pay: "3999.99" - payroll_month: "2026-09" - allowed_deduction: "391.99" - contract gross_pay: "3999.99" (matches, so no conflict) Reference schedule (authoritative case schedule overrides defaults): - Payroll month 2026-09 is in second-half (2026-07 through 2026-12). - Second-half row: rate = 0.07, cap = 4000.00, deduction cap = 400.00, free = 1200.00, upper = 3000.00, middle_rate = 0.14, upper_rate = 0.22 Steps: 1. Employee contribution (R3): rate × min(gross, cap) = 0.07 × min(3999.99, 4000.00) = 0.07 × 3999.99 = 279.9993 → round to 280.00 (round half up: 279.9993 → 280.00? Wait, 279.9993 rounds to 280.00 at two decimals: 279.9993 → the third decimal is 9, so 279.9993 ≈ 280.00. Actually 279.9993 to two decimals: 279.99|93 → the part after two decimals is 0.0093, which is ≥ 0.005, so rounds up to 280.00. Yes, 280.00. 2. Allowed deduction check (R4): allowed_deduction = 391.99. Cap = 400.00. Gross pay minus rounded contribution = 3999.99 − 280.00 = 3719.99. 391.99 ≤ 400.00 and ≤ 3719.99, so valid. 3. Taxable pay (R4): gross − contribution − deduction = 3999.99 − 280.00 − 391.99 = 3328.00. Let me compute: 3999.99 − 280.00 = 3719.99. 3719.99 − 391.99 = 3328.00. Yes. 4. Income tax (R5): progressive brackets with free = 1200.00, upper boundary = 3000.00, middle rate = 0.14, upper rate = 0.22. - First 1200.00: 0 tax. - 1200.00 to 3000.00: 1800.00 × 0.14 = 252.00. - Above 3000.00: 3328.00 − 3000.00 = 328.00 × 0.22 = 72.16. - Total = 252.00 + 72.16 = 324.16. 5. Net pay (R6): gross − contribution − deduction − tax = 3999.99 − 280.00 − 391.99 − 324.16 = ? 3999.99 − 280.00 = 3719.99. 3719.99 − 391.99 = 3328.00. 3328.00 − 324.16 = 3003.84. So: - gross_pay: "3999.99" - employee_contribution: "280.00" - allowed_deduction: "391.99" - taxable_pay: "3328.00" - income_tax: "324.16" - net_pay: "3003.84" - currency: "LCR" - decision: "calculate" Clauses: R1 (row selection, schedule), R2 (rounding), R3 (contribution), R4 (deduction/taxable), R5 (tax), R6 (net pay/answer). Contract matches gross pay so no R9 needed. Check contribution rounding: 0.07 × 3999.99 = 279.9993. Round half-up to two decimals: 280.00. Yes. Check tax computation doesn't round intermediate products before summing: 252.00 and 72.16 are exact anyway. Output JSON without markdown fences.
Rollout #3 100.0% passed · 6.6s · $0.0010
| 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"],
"explanation": "2026-09 selects the case schedule's second-half row (rate 0.07, cap 4000.00, deduction cap 400.00, free 1200.00, upper 3000.00, middle 0.14, upper 0.22). Contribution: 0.07 x 3999.99 = 279.9993 -> 280.00. Allowed deduction 391.99 is within the 400.00 cap and below 3999.99 - 280.00 = 3719.99. Taxable pay: 3999.99 - 280.00 - 391.99 = 3328.00. Tax: 1200.00 free, 1800.00 x 0.14 = 252.00, 328.00 x 0.22 = 72.16, total 324.16. Net pay: 3999.99 - 280.00 - 391.99 - 324.16 = 3003.84. Contract gross pay matches the payroll record, so no amendment is needed."
}
Reasoning
Let me work through this payroll case.
Inputs:
- gross_pay: "3999.99"
- payroll_month: "2026-09"
- allowed_deduction: "391.99"
- contract gross_pay: "3999.99" (matches, so no conflict)
Case reference schedule (authoritative):
- second-half (2026-07 through 2026-12): rate 0.07, cap 4000.00, deduction 400.00, free 1200.00, upper 3000.00, middle_rate 0.14, upper_rate 0.22
Step 1: Employee contribution (R3): rate × min(gross, cap) = 0.07 × min(3999.99, 4000.00) = 0.07 × 3999.99 = 279.9993 → round to 280.00.
Wait, 0.07 × 3999.99 = 279.9993. Round half up to two decimals: 280.00? 279.9993 → 280.00 when rounded to two decimals? 279.9993 rounds to 280.00 (since 279.9993 is closer to 280.00 than 279.99? Let's check: 279.9993 - 279.99 = 0.0093; 280.00 - 279.9993 = 0.0007. Yes, 280.00).
Actually wait: rounding 279.9993 to two decimal places: third decimal is 9, so we round up: 279.99 + 0.01 = 280.00. Yes, 280.00.
Step 2: Allowed deduction check (R4): must not exceed deduction cap (400.00) or gross pay minus rounded employee contribution = 3999.99 - 280.00 = 3719.99. Allowed deduction 391.99 ≤ 400.00 and ≤ 3719.99. OK.
Step 3: Taxable pay = gross - contribution - deduction = 3999.99 - 280.00 - 391.99 = 3328.00.
Step 4: Income tax (R5): brackets: free = 1200.00, upper begins at 3000.00, middle rate 0.14, upper rate 0.22.
- First 1200.00: 0 tax.
- Portion from 1200.00 to 3000.00: 1800.00 × 0.14 = 252.00.
- Portion above 3000.00: 3328.00 - 3000.00 = 328.00 × 0.22 = 72.16.
Total tax = 252.00 + 72.16 = 324.16.
Step 5: Net pay = 3999.99 - 280.00 - 391.99 - 324.16 = 3003.84.
Let me verify: 3999.99 - 280.00 = 3719.99. 3719.99 - 391.99 = 3328.00. 3328.00 - 324.16 = 3003.84. Yes.
Answer JSON:
{
"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"]
}
Contract matches gross pay, so no R9 citation needed.
Should I include an explanation? Optional. I could include a brief explanation. The instructions say an optional explanation string is permitted. I'll include a brief one.
Note: the case schedule replaces defaults. The second-half row from the schedule: rate 0.07, cap 4000.00, deduction 400.00, free 1200.00, upper 3000.00, middle 0.14, upper_rate 0.22. I used that correctly.
Output one JSON object without Markdown fences.