# Cash Ratio Distribution Summary Calculator

> Cash Ratio 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 cash ratio observations (cash and equivalents divided by current liabilities) with quantiles and population standard deviation

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-finance-cash-ratio-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/cash-ratio-distribution-summary-calculator-87bfa9f7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_v8mwcY7_jnkiQxGOjfKHL

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 cash-ratio-distribution-summary-calculator-87bfa9f7 -d '<json body>'
```

Example prompt: I have quarterly cash and equivalents and current liabilities figures for 8 periods — can you run a distribution summary on the cash ratios, showing quantiles and standard deviation? The pairs are: (5000, 10000), (5500, 11000), (4800, 9800), (6000, 12000), (5200, 10500), (5100, 10200), (4900, 9900), (5300, 10600).

## When to prefer this

Choose this endpoint when you need a fast, bounded statistical summary of cash ratio observations across multiple periods or entities, specifically including quantiles and population standard deviation. It is ideal for batch descriptive statistics on 2–200 pre-collected data points rather than real-time lookups or single-observation calculations. Prefer it over generic statistics libraries when you want a finance-domain-aware response that includes the cash ratio formula, units, and limitations in the output.

## Known failure modes

- Fewer than 2 rows supplied — minimum input requirement not met
- current_liabilities value of zero causes division-by-zero in ratio calculation (excluded via exclusiveMinimum:0 constraint)
- More than 200 rows supplied — exceeds maxItems limit
- Values outside the allowed range (0–1,000,000,000,000) rejected
- Inconsistent currency or reporting periods supplied by caller leading to misleading statistics (not detected by API)
- Payment of 0.01 USDC not completed — request rejected

## How this service works

Cash ratio - Distribution summary: Summarise up to 200 calculated observations with quantiles and population standard deviation. Metric: Cash ratio. 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 object containing a distribution summary of computed cash ratio values derived from the supplied rows, including quantile breakpoints (e.g. p25, p50, p75), population standard deviation, the cash ratio formula used, units, and any applicable limitations of the analysis. No external data is fetched; all calculations are based solely on the provided figures.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "cash_and_equivalents",
     "current_liabilities"
    ],
    "properties": {
     "current_liabilities": {
      "type": "number",
      "default": 10000,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period",
      "exclusiveMinimum": 0
     },
     "cash_and_equivalents": {
      "type": "number",
      "default": 5000,
      "maximum": 1000000000000,
      "minimum": 0,
      "description": "Amount in a consistent supplied currency and reporting period"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "current_liabilities": 10000,
     "cash_and_equivalents": 5000
    },
    {
     "current_liabilities": 11000,
     "cash_and_equivalents": 5500
    },
    {
     "current_liabilities": 10000,
     "cash_and_equivalents": 5000
    },
    {
     "current_liabilities": 11000,
     "cash_and_equivalents": 5500
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/cash-ratio-distribution-summary-calculator-87bfa9f7/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)