Ensemble Weather AIGet API access

Weather & Climate Forecasting

Many models.
One forecast.

Inaccurate forecasting leads to disaster. No single weather model wins everywhere. They win on different variables, regions and lead times — so we run many and combine them, and we tell you how much they disagree.

Free tier: 1,000 calls a day, ensemble spread included, no sales call.

Aerial view of farmland and homes under floodwater

The difference

A number is not a forecast. A distribution is.

Most weather APIs return a single value and leave you to guess how much to trust it. An ensemble knows how confident it is, and that confidence is the part you can actually act on.

Every response carries the spread across members and the weight of each contributing model. A utility does not want 28°C — it wants to know the models disagree by four degrees, and hedge accordingly.

  • p10 / p50 / p90 on every value Never a bare mean, on any endpoint.
  • Named model provenance Which models contributed, and at what weight — so a bad forecast is auditable.
  • Per-member access The full ensemble, not a summary, on Professional and above.
GET /v1/forecast200 OK
{
  "init_time":   "2026-09-23T00:00:00Z",
  "valid_time":  "2026-09-26T12:00:00Z",
  "location":    { "lat": 29.76, "lon": -95.37 },
  "members":     42,
  "models": [
    { "name": "graphcast", "weight": 0.31 },
    { "name": "aurora",    "weight": 0.29 },
    { "name": "aifs",      "weight": 0.22 },
    { "name": "gencast",   "weight": 0.18 }
  ],
  "spread": {
    "temperature_2m": { "p10": 24.1, "p50": 28.3, "p90": 32.4 },
    "wind_gust_10m":  { "p10":  7.2, "p50": 11.8, "p90": 19.6 }
  },
  "units":          "metric",
  "resolution_deg": 0.25
}

Published scoring

We publish our losses as well as our wins

Every forecast is verified against ERA5 reanalysis and scored against the ECMWF IFS baseline. Where we lose — currently precipitation beyond day seven — that goes on the page too. A scoreboard that only shows wins is marketing, and nobody believes it.

See our forecast accuracy →
Ground truth
ERA5
Baseline
ECMWF IFS
Grid
0.25°
Metric
RMSE / CRPS

Who uses this

Built for decisions where being wrong is expensive

Energy & utilities

Load forecasting, renewable generation, and storm-hardening crew positioning. Wind and solar output tracks the forecast directly, so accuracy converts to money at a known rate.

Insurance & reinsurance

Catastrophe modelling, pre-event claims reserving, and parametric trigger pricing for hurricane and flood policies.

Agriculture

Frost and hail warnings, irrigation scheduling, seasonal drought outlooks, and planting-window guidance.

Logistics & aviation

Route disruption forecasting, port and airport closure risk, and de-icing demand.

Emergency management

Evacuation lead time, neighbourhood-scale flash-flood nowcasting, and wildfire smoke dispersion for public health advisories.

Developers

A self-serve API for products that need forecasts without building a data pipeline. Free tier, no sales call.

Start with the free tier. No sales call.

A thousand calls a day, ensemble spread included, so you can check our numbers against your own before you talk to anyone.