# KiHustle JSON Outlier Detector (IQR)

> KiHustle JSON Outlier Detector (IQR) is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-09-14).

Detects outliers in a numeric array using the Interquartile Range (IQR) statistical method

## Facts

- Endpoint: POST https://kihustle.tech/api/v1/json-outlier-detector-iqr
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-json-outlier-detector-iqr-db76ff20
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_qFaXCY2-4WtSmkfXlLeyw

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-json-outlier-detector-iqr-db76ff20 -d '<json body>'
```

Example prompt: Can you check this list of numbers for statistical outliers using IQR: [12, 15, 14, 10, 100, 13, 11, 200, 14, 12]?

## When to prefer this

Choose this endpoint when you need a simple, cheap ($0.002/call) statistical outlier detection step over a flat numeric array and do not need a full ML-based anomaly detection pipeline. It is ideal for lightweight data cleaning, quick sanity checks on numeric datasets, or preprocessing steps in an automated workflow where IQR-based detection is sufficient.

## Known failure modes

- Empty array input may return an error or undefined result
- Non-numeric values in the array may cause processing failure
- Null or missing 'values' field will likely return a 400-level error
- Very small arrays (fewer than 4 elements) may not produce meaningful IQR results
- Response schema is minimal; detailed outlier indices or bounds may not be explicitly enumerated

## 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 indicating the processing result and success status. The response confirms which values were identified as outliers or provides a processed result flag along with a success status field.

## 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-json-outlier-detector-iqr-db76ff20/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)