# Operating Profit Distribution Summary

> Operating Profit Distribution Summary 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 operating profit observations into a statistical distribution report with quantiles and population standard deviation.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-finance-operating-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/operating-profit-distribution-summary-d7d68db6
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Iaggk_MgiACLwiLQbH8EU

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 operating-profit-distribution-summary-d7d68db6 -d '<json body>'
```

Example prompt: Can you summarize the distribution of operating profit across these 8 quarters — revenue ranged from $10,000 to $15,000, cost of sales from $5,500 to $8,000, and operating expenses from $1,800 to $3,200 each period? I want quantiles and standard deviation.

## When to prefer this

Choose this endpoint when you need a statistical distribution summary (quantiles + population standard deviation) of operating profit across a batch of 2–200 observations. It is ideal for period-over-period or cross-unit analysis where understanding the spread and shape of profitability is the goal, rather than a single calculation. Prefer it over single-calculation endpoints when you have multiple records and want aggregate statistics rather than individual results.

## Known failure modes

- Fewer than 2 rows supplied — endpoint requires minimum 2 observations
- More than 200 rows submitted — exceeds maxItems limit
- Negative or non-numeric values for cost_of_sales or operating_expenses — schema requires values ≥ 0
- Revenue out of bounds (beyond ±1 trillion) — fails schema validation
- Missing required fields (revenue, cost_of_sales, or operating_expenses) in any row — returns validation error

## How this service works

Operating profit - Distribution summary: Summarise up to 200 calculated observations with quantiles and population standard deviation. Metric: Operating profit. 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 the distribution summary of calculated operating profit values across all supplied rows, including quantile breakpoints, population standard deviation, the formula used to compute operating profit, units, and any noted limitations of the analysis.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "revenue",
     "cost_of_sales",
     "operating_expenses"
    ],
    "properties": {
     "revenue": {
      "type": "number",
      "default": 10000,
      "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"
     },
     "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,
     "cost_of_sales": 6000,
     "operating_expenses": 2000
    },
    {
     "revenue": 11000,
     "cost_of_sales": 6600.000000000001,
     "operating_expenses": 2200
    },
    {
     "revenue": 10000,
     "cost_of_sales": 6000,
     "operating_expenses": 2000
    },
    {
     "revenue": 11000,
     "cost_of_sales": 6600.000000000001,
     "operating_expenses": 2200
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/operating-profit-distribution-summary-d7d68db6/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)