← Heatmap / Gemini 3.1 Flash Lite · Task 7
Gemini 3.1 Flash Lite · Tool use · Task 7 (Calculation, wage cap binds)
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 | 8370.45 | 8370.45 | 8370.45 | 8370.45 |
| employee contribution | 200.00 | 200.00 | 200.00 | 200.00 |
| allowed deduction | 370.62 | 370.62 | 370.62 | 370.62 |
| taxable pay | 7799.83 | 7799.83 | 7799.83 | 7799.83 |
| income tax | 1267.96 | 1267.96 | 1267.96 | 1267.96 |
| net pay | 6531.87 | 6531.87 | 6531.87 | 6531.87 |
| 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. Retrieve the case inputs with list_documents and read_document. Reference rows are available only through lookup_reference. Use calculate for exact decimal arithmetic.
Rollouts
Rollout #1 100.0% passed · 4 tool calls · 4.5s · $0.0032
| 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
list_documents()Tool
[
{"id": "9869ba945ef7380b-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="9869ba945ef7380b-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "8370.45", "payroll_month": "2026-05", "allowed_deduction": "370.62"}
}
Assistant
lookup_reference(reference="first-half")Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "5000.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
calculate(program="employee_contribution = round(min(8370.45, 5000.00) * 0.04, 2)\ntaxable_pay = 8370.45 - employee_contribution - 370.62\nincome_tax = round(max(0, min(taxable_pay - 1000.00, 3600.00 - 1000.00)) * 0.10 + max(0, taxable_pay - 3600.00) * 0.24, 2)\nnet_pay = 8370.45 - employee_contribution - 370.62 - income_tax")Tool
{
"results": {"employee_contribution": "200.00", "taxable_pay": "7799.83", "income_tax": "1267.96", "net_pay": "6531.87"}
}
Assistant
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "8370.45",
"employee_contribution": "200.00",
"allowed_deduction": "370.62",
"taxable_pay": "7799.83",
"income_tax": "1267.96",
"net_pay": "6531.87",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Rollout #2 100.0% passed · 4 tool calls · 4.3s · $0.0032
| 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
list_documents()Tool
[
{"id": "9869ba945ef7380b-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="9869ba945ef7380b-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "8370.45", "payroll_month": "2026-05", "allowed_deduction": "370.62"}
}
Assistant
lookup_reference(reference="first-half")Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "5000.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
calculate(program="employee_contribution = round(min(8370.45, 5000.00) * 0.04, 2)\ntaxable_pay = 8370.45 - employee_contribution - 370.62\nincome_tax = round(max(0, min(taxable_pay - 1000.00, 3600.00 - 1000.00)) * 0.10 + max(0, taxable_pay - 3600.00) * 0.24, 2)\nnet_pay = 8370.45 - employee_contribution - 370.62 - income_tax")Tool
{
"results": {"employee_contribution": "200.00", "taxable_pay": "7799.83", "income_tax": "1267.96", "net_pay": "6531.87"}
}
Assistant
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "8370.45",
"employee_contribution": "200.00",
"allowed_deduction": "370.62",
"taxable_pay": "7799.83",
"income_tax": "1267.96",
"net_pay": "6531.87",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}
Rollout #3 100.0% passed · 4 tool calls · 4.2s · $0.0033
| 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
list_documents()Tool
[
{"id": "9869ba945ef7380b-payroll", "kind": "payroll"}
]
Assistant
read_document(document_id="9869ba945ef7380b-payroll")Tool
{
"kind": "payroll",
"record": {"gross_pay": "8370.45", "payroll_month": "2026-05", "allowed_deduction": "370.62"}
}
Assistant
lookup_reference(reference="first-half")Tool
{
"reference": "first-half",
"months": ["2026-01", "2026-06"],
"rate": "0.04",
"cap": "5000.00",
"deduction": "400.00",
"free": "1000.00",
"upper": "3600.00",
"middle_rate": "0.10",
"upper_rate": "0.24"
}
Assistant
calculate(program="employee_contribution = round(min(8370.45, 5000.00) * 0.04, 2)\ntaxable_pay = 8370.45 - employee_contribution - 370.62\nincome_tax_part1 = max(0, min(taxable_pay - 1000.00, 2600.00)) * 0.10\nincome_tax_part2 = max(0, taxable_pay - 3600.00) * 0.24\nincome_tax = round(income_tax_part1 + income_tax_part2, 2)\nnet_pay = 8370.45 - employee_contribution - 370.62 - income_tax")Tool
{
"results": {"employee_contribution": "200.00", "taxable_pay": "7799.83", "income_tax_part1": "260.0000", "income_tax_part2": "1007.9592", "income_tax": "1267.96", "net_pay": "6531.87"}
}
Assistant
{
"decision": "calculate",
"currency": "LCR",
"gross_pay": "8370.45",
"employee_contribution": "200.00",
"allowed_deduction": "370.62",
"taxable_pay": "7799.83",
"income_tax": "1267.96",
"net_pay": "6531.87",
"clauses": ["R1", "R2", "R3", "R4", "R5", "R6"]
}