ToolAssay

Standardizes each supplied value against its supplied mean and standard deviatio

Standardizes each supplied value against its supplied mean and standard deviation, flips markers whose favorable direction is lower, and computes a weighted composite mapped to a bounded 0–100 index. The references and weights come entirely from the caller; this is not a validated longevity score, diagnosis, prognosis or medical advice.

Answeringour last check, 2026-09-24
1 of 1checks answered this week
887 msmedian answer time
$0.003listed price per call
$0.003price it asked us

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

POST https://bio.halowerk.com/v1/biomarker-longevity

CategoryEverything else
Provider hostbio.halowerk.com
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days2 from 2 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-09-24 valid payment request 402$0.003 887 ms

Example input (from the provider)

{
  "body": {
    "biomarkers": [
      {
        "favorable_direction": "higher",
        "name": "marker-a",
        "reference_mean": 55,
        "reference_sd": 10,
        "value": 62,
        "weight": 1
      },
      {
        "favorable_direction": "lower",
        "name": "marker-b",
        "reference_mean": 5.4,
        "reference_sd": 0.8,
        "value": 4.8,
        "weight": 1.5
      },
      {
        "favorable_direction": "lower",
        "name": "marker-c",
        "reference_mean": 120,
        "reference_sd": 12,
        "value": 118,
        "weight": 0.5
      }
    ]
  },
  "bodyType": "json",
  "method": "POST",
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "additionalProperties": false,
          "properties": {
            "biomarkers": {
              "items": {
                "additionalProperties": false,
                "properties": {
                  "favorable_direction": {
                    "enum": [
                      "higher",
                      "lower"
                    ],
                    "type": "string"
                  },
                  "name": {
                    "maxLength": 128,
                    "minLength": 1,
                    "type": "string"
                  },
                  "reference_mean": {
                    "maximum": 1000000000000,
                    "minimum": -1000000000000,
                    "type": "number"
                  },
                  "reference_sd": {
                    "maximum": 1000000000000,
                    "minimum": 1e-12,
                    "type": "number"
                  },
                  "value": {
                    "maximum": 1000000000000,
                    "minimum": -1000000000000,
                    "type": "number"
                  },
                  "weight": {
                    "maximum": 1000000,
                    "minimum": 0,
                    "type": "number"
                  }
                },
                "required": [
                  "name",
                  "value",
                  "reference_mean",
                  "reference_sd",
                  "favorable_direction",
                  "weight"
                ],
                "type": "object"
              },
              "maxItems": 200,
              "minItems": 1,
              "type": "array"
            }
          },
          "required": [
            "biomarkers"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST",
            "PUT",
            "PATCH"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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