# Net Profit Distribution Summary Calculator

> Net Profit Distribution Summary Calculator is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).

Summarizes up to 200 net-profit observations (computed from supplied revenue and cost inputs) into a statistical distribution report with quantiles and population standard deviation.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-finance-net-profit-summary?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-23
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/net-profit-distribution-summary-calculator-8152d168
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_t5hVJD98hwwn9RZwZmQ77

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability net-profit-distribution-summary-calculator-8152d168 -d '<json body>'
```

Example prompt: I have 20 quarters of financial data — can you run a net profit distribution summary across all of them? Each row has revenue, cost of sales, operating expenses, interest expense, and tax expense, and I want quantiles and population standard deviation back.

## When to prefer this

Choose this endpoint when you need a statistical distribution summary (quantiles, standard deviation) across a batch of 2–200 net profit observations computed from raw P&L inputs. It is ideal for benchmarking profitability across periods, locations, or scenarios. Prefer it over a single-calculation endpoint when you have multiple data points and want aggregate statistics rather than one result.

## Known failure modes

- Fewer than 2 rows supplied — minimum of 2 observations required
- More than 200 rows supplied — exceeds maximum batch size
- Non-numeric values in revenue, cost_of_sales, operating_expenses, interest_expense, or tax_expense fields
- cost_of_sales, interest_expense, or operating_expenses supplied as negative numbers (minimum is 0)
- Revenue or tax_expense outside the ±1 trillion range
- Missing required fields in any row object
- Payment failure — 0.01 USDC not successfully processed

## How this service works

Net profit from supplied costs - Distribution summary: Summarise up to 200 calculated observations with quantiles and population standard deviation. Metric: Net profit from supplied costs. Supplied figures only; returns JSON with formula, units and limitations. One of 50 calculators with 20 analysis modes. No live feed, financial advice or trade execution. 0.01 USDC includes one bounded distribution summary report.

## Output

A JSON response containing a distribution summary of up to 200 computed net profit values, including quantiles (e.g. p25, p50, p75), population standard deviation, the net profit formula used, units, and any applicable limitations of the calculation.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "revenue",
     "cost_of_sales",
     "operating_expenses",
     "interest_expense",
     "tax_expense"
    ],
    "properties": {
     "revenue": {
      "type": "number",
      "default": 10000,
      "maximum": 1000000000000,
      "minimum": -1000000000000,
      "description": "Amount in a consistent supplied currency and reporting period"
     },
     "tax_expense": {
      "type": "number",
      "default": 300,
      "maximum": 1000000000000,
      "minimum": -1000000000000,
      "description": "Amount in a consistent supplied currency and reporting period"
     },
     "cost_of_sales": {
      "type": "number",
      "default": 6000,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period"
     },
     "interest_expense": {
      "type": "number",
      "default": 200,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period"
     },
     "operating_expenses": {
      "type": "number",
      "default": 2000,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "revenue": 10000,
     "tax_expense": 300,
     "cost_of_sales": 6000,
     "interest_expense": 200,
     "operating_expenses": 2000
    },
    {
     "revenue": 11000,
     "tax_expense": 330,
     "cost_of_sales": 6600.000000000001,
     "interest_expense": 220.00000000000003,
     "operating_expenses": 2200
    },
    {
     "revenue": 10000,
     "tax_expense": 300,
     "cost_of_sales": 6000,
     "interest_expense": 200,
     "operating_expenses": 2000
    },
    {
     "revenue": 11000,
     "tax_expense": 330,
     "cost_of_sales": 6600.000000000001,
     "interest_expense": 220.00000000000003,
     "operating_expenses": 2200
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/net-profit-distribution-summary-calculator-8152d168/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)