ToolAssay

Descriptive statistics for a supplied numeric array in one call

Descriptive statistics for a supplied numeric array in one call: count, sum, mean, median, mode, variance and standard deviation in both sample and population form, min, max, range, the quartiles and interquartile range, skewness, kurtosis, and any requested percentiles. Percentiles use a named interpolation method so the result is reproducible rather than implementation-defined.

Answeringour last check, 2026-09-29
1 of 1checks answered this week
22 msmedian answer time
$0.05listed price per call
$0.05price 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

GET https://api.duoleads.com/v1/num/stats

CategoryEverything else
Provider hostapi.duoleads.com
Networkseip155:8453
Payment schemesexact
Self-reported calls, 30 days1 from 1 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-09-29 valid payment request 402$0.05 22 ms

Example input (from the provider)

{
  "method": "GET",
  "queryParams": {
    "values": "1,2,3,4,5"
  },
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "method": {
          "enum": [
            "GET"
          ],
          "type": "string"
        },
        "queryParams": {
          "properties": {
            "ddof": {
              "default": "1",
              "description": "Delta degrees of freedom for variance/stdev: 0 or 1 (default).",
              "maxLength": 64,
              "pattern": "^[+-]?\\d+$",
              "type": "string"
            },
            "method": {
              "default": "linear",
              "description": "Percentile interpolation (NumPy/R names): linear (default), nearest, lower, higher, midpoint.",
              "enum": [
                "linear",
                "nearest",
                "lower",
                "higher",
                "midpoint"
              ],
              "maxLength": 64,
              "type": "string"
            },
            "percentiles": {
              "default": "25,50,75",
              "description": "Comma-separated percentiles 0-100, at most 20. Default 25,50,75.",
              "maxLength": 256,
              "type": "string"
            },
            "values": {
              "description": "Comma-separated finite numbers, at most 500 values.",
              "maxLength": 4096,
              "type": "string"
            }
          },
          "required": [
            "values"
          ],
          "type": "object"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "properties": {
            "data": {
              "type": "object"
            },
            "meta": {
              "properties": {
                "computed_at": {
                  "type": "string"
                },
                "deterministic": {
                  "type": "boolean"
                },
                "disclaimer": {
                  "type": "string"
                },
                "price_usd": {
                  "type": "string"
                },
                "request_id": {
                  "type": "string"
                },
                "sources": {
                  "type": "array"
                }
              },
              "required": [
                "request_id",
                "computed_at",
                "price_usd",
                "deterministic",
                "disclaimer"
              ],
              "type": "object"
            },
            "ok": {
              "const": true,
              "type": "boolean"
            },
            "route": {
              "type": "string"
            },
            "version": {
              "type": "string"
            }
          },
          "required": [
            "ok",
            "route",
            "version",
            "data",
            "meta"
          ],
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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