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Benefit Ledger · provisional · Climate & Environment

Google deploys WeatherNext 3 hourly satellite-driven forecasts in Search and Maps

On 3 September 2026 Google DeepMind and Google Research launched WeatherNext 3, an hourly satellite-driven global model at up to 5 km resolution, and began using it in Search, Gemini, Maps, Maps Platform, Earth Engine, and Cloud.

Tier 2 NotableMethodology 0.1
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Current score

+0.42

3 base · Notable (tier 2 of 5, 3 pts)
× 0.7500 attribution · Critical contribution
× 0.4000 evidence · External expert evaluation
× 0.8500 realization · Realized outcome
× 0.5500 durability · Medium-term
Event-level product before credit split: 0.42

A new operational WeatherNext generation is notable (tier 2), scored separately from the cyclone paper. Attribution is to WeatherNext 3 inside Google’s weather stack (0.75). Evidence is a developer announcement plus cited independent live evals (0.40). Realization is global product deployment (0.85).

What happened

On 3 September 2026 Google DeepMind and Google Research launched WeatherNext 3, an hourly, satellite-driven global weather model at up to 5 km resolution, and began using it in Search, Gemini, Maps, Maps Platform, Earth Engine, and Cloud. The model ingests live geostationary satellite mosaics and station observations rather than lagged numerical-weather-prediction analyses. Google reported up to 50% more accurate precipitation forecasts at day-plus leads and cited independent live evaluations by Brightband. This is a product-generation upgrade of the WeatherNext line, scored separately from the WeatherNext 2 consumer deployment and the WeatherNext Cyclones Nature paper.

Model attribution

GraphCast

Named WeatherNext 3 release powering the September 2026 Google weather products.

Google names WeatherNext 3 as the model deployed across Search, Maps, Gemini, and Cloud.

Attribution 0.7500 · Credit share 100% · Google DeepMind

Claims

  • Google deploys WeatherNext 3 hourly satellite-driven forecasts in Search and Maps

    outcome · supported

Sources

primary sources

Revision history

  • 13 Sep 2026 · 0.00 → 0.00

    Auto-published from news ingest.

  • 14 Sep 2026 · 0.00 → 0.42

    Editorial review of a news-ingest placeholder: rewritten, attributed to a named system, and rescored.