# KiHustle Confidence Interval for Mean

> KiHustle Confidence Interval for Mean is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-14).

Computes the confidence interval for the mean of a numeric dataset at a specified confidence level

## Facts

- Endpoint: POST https://kihustle.tech/bot-bazaar/api/v1/confidence-interval-mean?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-confidence-interval-for-mean-46a29665
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_auxGEW7iZku-TwtqNk9R1

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-confidence-interval-for-mean-46a29665 -d '<json body>'
```

Example prompt: Can you calculate the 95% confidence interval for the mean of these values: [12.4, 15.1, 13.7, 14.2, 16.0, 11.8, 13.5]?

## When to prefer this

Choose this endpoint when you need a quick, pay-per-call statistical computation of the confidence interval for a sample mean without setting up local statistics libraries. Ideal for agents performing lightweight statistical analysis on numeric datasets where exact schema inputs (values array + confidence level) are available.

## Known failure modes

- Empty values array — computation not possible without data
- Confidence level outside valid range (0–1) — invalid input error
- Non-numeric values in array — type validation failure
- Insufficient sample size — interval may be unreliable or endpoint may reject single-element arrays
- Network timeout on large arrays — retry recommended

## 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 success status and the computed confidence interval result, including the estimated mean and the lower and upper bounds of the interval at the specified confidence level.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "values": {
   "type": "array",
   "items": {
    "type": "number"
   }
  },
  "confidence": {
   "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-confidence-interval-for-mean-46a29665/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)