WeatherParked
AIFS / GraphCast / GenCast (open AI weather ag-feed)
Foundation-model weather forecasts. ~$50K/yr GPU spend.
What this is
AI-foundation-model weather feeds (DeepMind GraphCast, ECMWF AIFS, GenCast) packaged for ag use cases. Cleanest white space in the open-weather stack — but inference compute is real money.
Why we surface it
Cleanest white space in the open-weather stack — but inference compute (~$50K/yr GPU) doesn't pencil at current scale.
What you can do with it
Shown for commercial use. Personal, research, and nonprofit use is often more permissive — switch the verdict lens on the catalog.
- Internal / individual use
- Custom or restrictive terms — we can't auto-decode this one. Read the source agreement before using, especially for commercial use, AI training, and redistribution. When in doubt, ask the provider.
- Redistribute the data
- Custom or restrictive terms — we can't auto-decode this one. Read the source agreement before using, especially for commercial use, AI training, and redistribution. When in doubt, ask the provider.
- Republish a derivative
- Custom or restrictive terms — we can't auto-decode this one. Read the source agreement before using, especially for commercial use, AI training, and redistribution. When in doubt, ask the provider.
- Build into a private product
- Custom or restrictive terms — we can't auto-decode this one. Read the source agreement before using, especially for commercial use, AI training, and redistribution. When in doubt, ask the provider.
This decoder is a starting point, not legal advice. For commercial deployment, run the actual license terms past someone who reads them for a living.
Parked
Parked until Season II. ~$50K/yr GPU spend doesn't pencil at current scale.
Related — same domain
- NASA POWER — global daily weather & agroclimatologyPublic domain (US Federal — NASA Langley)
- Open-Meteo forecast APICC-BY 4.0 (data) + non-commercial free tier — commercial products, subscriptions, and advertising prohibited; commercial use requires a paid API plan.
- Daymet daily climate (CONUS, 1km)Public domain
- ERA5-Land hourly reanalysis (global)Copernicus licence (CC-BY as of 2025-07-02; commercial OK)