Weather Forecasting

Probabilistic Weather Forecasts for European Energy Trading

1 / 5

European energy markets rely on probabilistic weather forecasts because single-point predictions hide real risk around wind, solar, and load.

2 / 5

Ensemble systems like ECMWF ENS and Jua’s EPT-2e create probability distributions from multiple perturbed model runs, so traders can track risk with RMSE and CRPS.

3 / 5

Traditional NWP ensembles are costly and update infrequently, while EPT-2e delivers higher-frequency forecasts at far lower compute cost with stronger benchmarked accuracy.

4 / 5

Fragmented tools and opaque benchmarking slow decisions; Jua’s Athena agent and live 25-model comparison surface compress analysis into minutes and highlight trade windows.

5 / 5

Book a personalized demo with Jua to run EPT-2e head-to-head against ECMWF ENS on your region and variables: compare models on your portfolio.

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Jua's EPT-2e delivers high-frequency probabilistic weather forecasts for Europe — outperforming ECMWF ENS at lower cost. Book a demo today.

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