# KiHustle Median Absolute Deviation Calculator

> KiHustle Median Absolute Deviation Calculator is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-13).

Computes the median absolute deviation (MAD) of a submitted array of numeric values

## Facts

- Endpoint: POST https://kihustle.tech/bot-bazaar/api/v1/json-median-abs-deviation?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-median-absolute-deviation-calculator-019d9a9f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_2HxHzkjHLmMGmSBEm08wj

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-median-absolute-deviation-calculator-019d9a9f -d '<json body>'
```

Example prompt: Can you calculate the median absolute deviation for these numbers: [12.5, 14.1, 13.8, 99.3, 13.2, 14.7, 12.9]?

## When to prefer this

Choose this endpoint when you need a robust, outlier-resistant measure of statistical spread for a numeric dataset. Prefer MAD over standard deviation when your data may contain outliers that would distort variance-based metrics. Ideal for anomaly detection pipelines, financial data analysis, sensor monitoring, and any scenario where a single extreme value should not dominate the dispersion estimate.

## Known failure modes

- Empty array input may return an error or undefined result
- Non-numeric values in the array will likely cause a processing failure
- Extremely large arrays may hit payload or timeout limits
- Malformed JSON body will return a 400-level error
- Single-element arrays may return a MAD of 0 or behave unexpectedly

## 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

Returns a JSON object containing the computed median absolute deviation (MAD) of the submitted numeric array, along with a success status indicator. The MAD value represents the median of the absolute differences between each data point and the median of the dataset, providing a robust measure of statistical dispersion.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "values": {
   "type": "array",
   "items": {
    "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-median-absolute-deviation-calculator-019d9a9f/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)