Api Endpoint

LoneStarOracle

GFS+ECMWF ensemble temperature probability for NWS weather prediction markets

Open interactive test console

Offering

Provider
weather.lonestaroracle.xyz
Method
GET
Offering type
Api Endpoint
Transport type
http
Category
Financial Analysis
Delivery
Not provided
Pricing model
Not provided
x402 version
2

Endpoint context

URL
https://weather.lonestaroracle.xyz/forecast
MIME type
application/json
First seen
2026-10-16T01:50:04.338Z
Last seen
Tags
weather, forecast, prediction-market, kalshi, probability, X402, financial-data, real-economy, lonestaroracle, Macro, equities, Crypto, compliance, Risk, Data

Payment pricing

x402 payment terms are the authoritative price for calling this endpoint.

Payment option 1
0.02 USDC
Atomic price: 20000 · Network: eip155:8453 · Asset: USDC · Scheme: exact
Payment option 2
0.02 USDC
Atomic price: 20000 · Network: solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp · Asset: USDC · Scheme: exact
Payment option 3
20000 atomic units
Atomic price: 20000 · Network: eip155:5042 · Asset: 0x3600000000000000000000000000000000000000 · Scheme: exact
Raw x402 terms
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Observed health

Status
Healthy
Latest latency
35 ms
Average latency
37 ms
HTTP status
402
Last checked
Reachability
100% over 13 checks

Latency is measured to the first response headers. A reachable result does not verify response accuracy or merchant identity.

Input schema

{
  "type": "object",
  "required": [
    "type",
    "method"
  ],
  "properties": {
    "type": {
      "type": "string",
      "const": "http"
    },
    "method": {
      "type": "string",
      "enum": [
        "GET",
        "HEAD",
        "DELETE"
      ]
    },
    "queryParams": {
      "type": "object",
      "properties": {
        "city": {
          "type": "string",
          "title": "City"
        },
        "date": {
          "type": "string",
          "title": "Date"
        },
        "threshold": {
          "type": "number",
          "title": "Threshold"
        },
        "direction": {
          "type": "string",
          "default": "greater",
          "title": "Direction"
        }
      }
    }
  }
}

Output schema

{
  "category": "weather",
  "description": "7-model consensus + 80 ensemble members (GEFS 30 + ECMWF 50). Returns blended prob_exceeds (empirical + Gumbel), trade signal (YES/NO/PASS), ensemble_empirical_prob, method_divergence (forces PASS if >0.15), and outlier model. Coordinates aligned to NWS ASOS settlement stations used by Kalshi and Polymarket.",
  "name": "LoneStarOracle — WeatherOracle",
  "properties": {
    "input": {
      "properties": {
        "method": {
          "enum": [
            "GET",
            "HEAD",
            "DELETE"
          ],
          "type": "string"
        },
        "queryParams": {
          "properties": {
            "city": {
              "title": "City",
              "type": "string"
            },
            "date": {
              "title": "Date",
              "type": "string"
            },
            "direction": {
              "default": "greater",
              "title": "Direction",
              "type": "string"
            },
            "threshold": {
              "title": "Threshold",
              "type": "number"
            }
          },
          "type": "object"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "city": "Chicago",
          "confidence": "medium",
          "data_source": "7-model consensus via Open-Meteo: GFS, ECMWF, ICON, GEM, HRRR, NAM, NBM (all free)",
          "days_out": 5,
          "direction": "greater",
          "ensemble_members": 31,
          "mean_high_f": 71.4,
          "prob_exceeds": 0.312,
          "rain_probability": 0.18,
          "std_high_f": 3.2,
          "summary": "Chicago on 2026-04-26: P(high > 73°F) = 31.2% | Mean 71.4°F ± 3.2°F | Confidence: medium",
          "target_date": "2026-04-26",
          "threshold_f": 73
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "tags": [
    "weather",
    "forecast",
    "prediction-market",
    "kalshi",
    "probability",
    "gfs"
  ],
  "type": "object",
  "version": "1.0.0"
}