# KiHustle Normal Distribution CDF Calculator

> KiHustle Normal Distribution CDF Calculator is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-09-13).

Computes the cumulative distribution function (CDF) of a normal distribution for a given value, mean, and standard deviation

## Facts

- Endpoint: POST https://kihustle.tech/agents/api/v1/normal-distribution-cdf
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-normal-distribution-cdf-calculator-62adcedf
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_uVhg2En-bmZVBSyOdaIR-

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 kihustle-normal-distribution-cdf-calculator-62adcedf -d '<json body>'
```

Example prompt: What is the cumulative probability of getting a value of 1.5 from a normal distribution with a mean of 0 and a standard deviation of 1?

## When to prefer this

Choose this endpoint when you need a lightweight, pay-per-call API to compute normal distribution CDF values without setting up a local statistics library. Suitable for agents performing quick probability lookups in pipelines where installing scipy or similar libraries is not feasible, or when a simple HTTP call is preferred for interoperability.

## Known failure modes

- Missing required parameters (x, mean, or std_dev) may result in an error or undefined behavior
- std_dev of zero or negative values would make the computation undefined
- Non-numeric input values would cause parsing errors
- Service may return generic success/result fields without explicit error messages for edge cases

## How this service works

Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.

## Output

A JSON object containing the computed CDF result — the probability (between 0 and 1) that a normal random variable with the specified mean and standard deviation takes a value less than or equal to x, along with a success status field.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "x": {
   "type": "number"
  },
  "mean": {
   "type": "number"
  },
  "std_dev": {
   "type": "number"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "result": "processed",
  "status": "success"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/kihustle-normal-distribution-cdf-calculator-62adcedf/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from kihustle.tech](https://www.zero.xyz/host/kihustle.tech/llms.txt)