ToolAssay

Simple exponential smoothing (SES)

Simple exponential smoothing (SES) - level-only forecast for series without trend or seasonality. Higher alpha (closer to 1) tracks recent values aggressively; lower alpha (closer to 0) smooths through noise. Default alpha=0.3 is a common conservative pick; pass an explicit alpha or use forecast-eval to pick the one that minimizes backtest error. Forecast is flat (= last fitted level) for all horizons.

Answeringour last check, 2026-09-24
1 of 1checks answered this week
948 msmedian answer time
$0.001listed price per call
$0.001price 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://agent402.tools/api/forecast-ses

CategoryEverything else
Provider hostagent402.tools
Networksalgorand:wGHE2Pwdvd7S12BL5FaOP20EGYesN73ktiC1qzkkit8=, eip155:10, eip155:1329, eip155:137, eip155:143, eip155:42161, eip155:42220, eip155:43114, eip155:4663, eip155:8453, solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp, stellar:pubnet
Payment schemesexact, upto
Self-reported calls, 30 days5 from 1 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-09-24 valid payment request 402$0.001 948 ms

Example input (from the provider)

{
  "body": {
    "alpha": 0.3,
    "horizon": 3,
    "values": [
      42,
      44,
      41,
      43,
      45,
      44,
      46,
      45,
      47,
      46
    ]
  },
  "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": {
          "properties": {
            "alpha": {
              "description": "Smoothing parameter, 0 < alpha < 1 (default 0.3)",
              "type": "number"
            },
            "horizon": {
              "description": "Number of future periods to forecast (1 to 1000)",
              "type": "number"
            },
            "values": {
              "description": "Numeric series in chronological order (max 10000, min 3)",
              "type": "array"
            }
          },
          "required": [
            "values",
            "horizon"
          ]
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "properties": {
            "alpha": {
              "type": "number"
            },
            "forecast": {
              "items": {
                "properties": {
                  "lower95": {
                    "type": "number"
                  },
                  "point": {
                    "type": "number"
                  },
                  "step": {
                    "type": "integer"
                  },
                  "upper95": {
                    "type": "number"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "horizon": {
              "type": "integer"
            },
            "method": {
              "type": "string"
            },
            "n": {
              "type": "integer"
            }
          },
          "required": [
            "method",
            "n",
            "horizon",
            "alpha",
            "forecast"
          ],
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

This page as JSON