# Waist–hip ratio

WHR

Status: LIVE
Price: $0.005 USDC
`GET /api/calc/whr`
HTML: https://magentlab.com/docs/whr
Markdown: https://magentlab.com/docs/whr.md

Not a medical device. Not a diagnosis, dose, or listing recommendation.

## What it computes

Compute waist–hip ratio (WHR) as waist circumference divided by hip circumference after the same unit normalize, following the WHO 2011 expert consultation report.

## When to use

When an agent needs the published waist–hip ratio and must not apply obesity or sex-specific WHR cutoffs, assign a body-fat percentage, or invent a cardiovascular diagnosis.

## When not to use

- Not a medical device. magent does not measure the patient.
- Not a body-fat or cardiovascular diagnosis. The 200 is the waist–hip ratio only.
- Does not apply later obesity or sex-specific WHR cutoffs from the WHO 2011 report.

## Formula

```
WHR = waist_cm / hip_cm
```

## Citation

[Waist circumference and waist–hip ratio: report of a WHO expert consultation, Geneva, 8–11 December 2008](https://pubmed.ncbi.nlm.nih.gov/22184524)
World Health Organization
Geneva: World Health Organization; 2011
DOI: none

## Worked example

### waist 80 cm, hip 100 cm

Given: `hip_cm=100, waist_cm=80`

1. WHR = 80 / 100 = 0.80


## Also searched as

- waist hip ratio
- waist-to-hip ratio
- WHR
- waist to hip
- WHO waist hip
- waist–hip ratio
- hip circumference ratio

## Parameters

- `waist_cm` (number, optional): Waist circumference in centimeters (40-200). Provide waist_cm or waist_in.
- `hip_cm` (number, optional): Hip circumference in centimeters (40-200). Provide hip_cm or hip_in.
- `waist_in` (number, optional): Waist circumference in inches. Converted as cm = in * 2.54.
- `hip_in` (number, optional): Hip circumference in inches. Converted as cm = in * 2.54.

## Bulk (POST)

POST the same path with a JSON items array. The first item is the GET unit; each additional item is $0.002. Invalid items return HTTP 400 before settlement.

Method: `POST /api/calc/whr`
Max items: 25
Price: unit_amount + extra_item_amount * (n - 1) (unit 5000 atomic, extra 2000 atomic)
Status: PREVIEW

- 1 to 25 items. Each item uses the same keys as the GET query parameters.
- POST of 1 item costs the same as GET. Lists longer than 25: chunk into multiple POSTs. Extra items still execute; do not pad dummy rows.
- The first invalid item fails the whole request (index in the 400 JSON). You are not charged.
- HTTP 200 is {count, path, items}. Each items[i] is the GET 200 body for that row.
- Catalog misses (empty matches, found=false) stay paid 200s inside that slot.
- x402 resource URL is this path plus n and body_sha256. Browsers that prefer text/html get the same paywall as GET; Pay retries POST with the same items.

Example request:

```json
{
  "items": [
    {
      "hip_cm": "100",
      "waist_cm": "80"
    },
    {
      "hip_cm": "100",
      "waist_cm": "80"
    }
  ]
}
```

Human paywall (two-item fixture): https://api.magentlab.com/paywall/bulk/whr

Example 200:

```json
{
  "count": 2,
  "path": "/api/calc/whr",
  "items": [
    {
      "disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
      "citation": {
        "authors": "World Health Organization",
        "id": "who-2011",
        "pmid": "22184524",
        "source": "Geneva: World Health Organization; 2011",
        "title": "Waist circumference and waist–hip ratio: report of a WHO expert consultation, Geneva, 8–11 December 2008"
      },
      "formula": "whr",
      "formula_expression": "WHR = waist_cm / hip_cm",
      "waist_cm": 80.0,
      "hip_cm": 100.0,
      "whr": 0.8
    },
    {
      "disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
      "citation": {
        "authors": "World Health Organization",
        "id": "who-2011",
        "pmid": "22184524",
        "source": "Geneva: World Health Organization; 2011",
        "title": "Waist circumference and waist–hip ratio: report of a WHO expert consultation, Geneva, 8–11 December 2008"
      },
      "formula": "whr",
      "formula_expression": "WHR = waist_cm / hip_cm",
      "waist_cm": 80.0,
      "hip_cm": 100.0,
      "whr": 0.8
    }
  ]
}
```

## Response fields

- `formula` (string): whr
- `formula_expression` (string): Exact expression used
- `waist_cm` (number): Normalized waist circumference in cm
- `hip_cm` (number): Normalized hip circumference in cm
- `whr` (number): Waist–hip ratio, 2 decimals. Ratio only; not a cutoff band.
- `citation` (object): WHO 2011 expert consultation citation
- `disclaimer` (string): Not-a-device notice

## Example JSON

Frozen fixture. Not a live lookup.

```json
{
  "disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
  "citation": {
    "authors": "World Health Organization",
    "id": "who-2011",
    "pmid": "22184524",
    "source": "Geneva: World Health Organization; 2011",
    "title": "Waist circumference and waist–hip ratio: report of a WHO expert consultation, Geneva, 8–11 December 2008"
  },
  "formula": "whr",
  "formula_expression": "WHR = waist_cm / hip_cm",
  "waist_cm": 80.0,
  "hip_cm": 100.0,
  "whr": 0.8
}
```

## Errors

- HTTP 400 `invalid_waist_range`: waist_cm must be a number from 40 to 200. Returned before settlement; you are not charged.
- HTTP 400 `invalid_hip_range`: hip_cm must be a number from 40 to 200. Returned before settlement; you are not charged.
- HTTP 400 `invalid_items`: POST body must be a JSON object with only an items array Returned before settlement; you are not charged.
- HTTP 400 `invalid_item_count`: items must be an array of 1 to 25 objects Returned before settlement; you are not charged.
- HTTP 400 `invalid_item`: each items entry must be a JSON object Returned before settlement; you are not charged.

Shared HTTP 402 and 503: https://magentlab.com/docs/payments

## Related tools

- [BMI](https://magentlab.com/docs/bmi) — Compute Keys/Quetelet body-mass index from height and weight, plus a WHO adult band.
- [RFM](https://magentlab.com/docs/rfm) — Compute Woolcott 2018 relative fat mass (RFM) from height, waist circumference, and sex as an estimator of whole-body fat percentage.
- [BRI](https://magentlab.com/docs/bri) — Compute Thomas 2013 body roundness index from height and waist by modeling the body as an ellipse.

## Payment

Unpaid requests return HTTP 402 even if query parameters or POST items are missing or invalid, so CDP and agents can index the path. After a PAYMENT-SIGNATURE, invalid params return HTTP 400 JSON before settlement. magent does not charge. Fix the params, then request a new 402 quote for that complete URL. Catalog misses (empty matches, found=false) are valid paid 200s.

- GET the tool with Accept: application/json (do not send Accept: text/html unless you want the human paywall).
- HTTP 402 means you have not paid. Decode the base64 PAYMENT-REQUIRED header. HTTP 503 is not a new quote.
- Sign accepts[0] (exact, EIP-3009) with validBefore = now + maxTimeoutSeconds (600 seconds), or accepts[1] (batch-settlement deposit/voucher) on product GET. Ping and POST {items} stay exact. Magent retries transient facilitator 429/5xx before answering.
- Retry the same URL with PAYMENT-SIGNATURE (base64 JSON of accepted and payload). Magent attaches canonical extensions.bazaar on CDP verify/settle; echoing 402 bazaar is optional.
- Success is HTTP 200 JSON plus PAYMENT-RESPONSE. exact settles before the tool. batch-settlement verifies (and deposit-settles) before the tool and commits the charge after HTTP 2xx. HTTP 503: retry the same PAYMENT-SIGNATURE. Mint a new exact nonce only after a new HTTP 402.

- offered `exact` on eip155:8453: Fixed-price USDC on Base. The buyer authorizes the advertised amount (EIP-3009). magent settles before the tool runs (paymentFlow upfront). extra.assetTransferMethod=eip3009 extra.paymentFlow=upfront.
- offered `batch-settlement` on eip155:8453: Payment-channel vouchers claimed later in batches. Exact stays accepts[0]. Same-path POST {items} is still exact. extra.assetTransferMethod=eip3009 extra.paymentFlow=authorization.

- not offered `upto`: Not offered. Usage-based: buyer authorizes a ceiling, seller settles the actual amount after work. Reserved for a future metered tool. Not for current calculators or code search.

Same-path POST {items} is still scheme exact: one EIP-3009 authorization for GET unit plus $0.002 per extra item. That is not x402 batch-settlement (payment channels / vouchers).

Shared HTTP 402 and 503 table: https://magentlab.com/docs/payments

Stdio MCP (one process per host): https://magentlab.com/docs/mcp

## Guarantees

- HTTP 402 is unpaid, including a missing query. After PAYMENT-SIGNATURE, invalid parameters return HTTP 400 before settlement. You are not charged. HTTP 402 never includes the tool JSON.
- exact: settlement finishes before the tool (paymentFlow upfront). batch-settlement: verify/deposit before the tool; chargedCumulativeAmount commits after HTTP 2xx. Uncertain or failed settlement fails closed (HTTP 503). Retry the same PAYMENT-SIGNATURE.
- HTTP 402 is unpaid only. Do not sign a second authorization because of a 503.
- Execution is timeout-bounded and concurrency-capped.
- Calculator inputs are stored encrypted for allowlisted operators (Magent Console). They are not in public logs, SSH lookups, catalog, or rollups. Request logs store path without query.
