# Numora Statistics Distribution Computation

> Numora Statistics Distribution Computation is a paid API for AI agents from numormor.netlify.app, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-15).

Computes statistical probability distributions and related calculations given a distribution type and parameters

## Facts

- Endpoint: POST https://numormor.netlify.app/api/statistics/distribution
- Price: $0.1/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/numora-statistics-distribution-computation-3ed7f914
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_6QPcd6VH_wo7WhFmkuX-V

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 numora-statistics-distribution-computation-3ed7f914 -d '<json body>'
```

Example prompt: Calculate the normal distribution probability density for me — distribution type 'normal' with mean 0 and standard deviation 1, evaluated at x = 1.96.

## When to prefer this

Use this endpoint when you need pure mathematical statistical distribution computations without any external data dependencies — ideal for calculating PDFs, CDFs, moments, or other properties of standard probability distributions such as normal, binomial, Poisson, exponential, or others. Prefer this over a general-purpose code executor when you want a deterministic, micropayment-priced API call with no setup overhead.

## Known failure modes

- Unsupported distribution type returns an error
- Missing required params for the chosen distribution type causes validation failure
- Malformed params object with wrong data types returns computation error
- Out-of-range parameter values (e.g. negative variance) return math error
- Missing required 'type' field returns 400-level error

## How this service works

100 pure math computation endpoints for AI agents. Statistics, financial math, linear algebra, equation solving, calculus, number theory, sequence generation, and unit conversions. Zero external dependencies. x402 micropayments on Base.

## Output

Returns a JSON object with success=true, a result object containing computed distribution values (e.g. PDF, CDF, mean, variance, or other measures depending on the distribution type), and a human-readable computation string describing what was calculated.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "type"
 ],
 "properties": {
  "type": {
   "enum": [
    "normal",
    "binomial",
    "poisson",
    "uniform"
   ],
   "type": "string"
  },
  "params": {
   "type": "object"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "success",
  "result",
  "computation"
 ],
 "properties": {
  "result": {
   "type": "object",
   "description": "Computation result varies by endpoint"
  },
  "success": {
   "type": "boolean",
   "description": "Always true on success"
  },
  "computation": {
   "type": "string",
   "description": "Human-readable description of what was computed"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/numora-statistics-distribution-computation-3ed7f914/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from numormor.netlify.app](https://www.zero.xyz/host/numormor.netlify.app/llms.txt)