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UFFDA
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