Electricity Market
Forecasting
Hourly price, load, and renewable generation forecasts for all major European bidding zones — delivered via API within 60 seconds of auction close.
21
Bidding zones covered
3–6%
MAPE day-ahead
48h
Max forecast horizon
60s
API latency post-auction
Three forecasting services
Each service uses purpose-built models and delivers machine-precise outputs via API.
Day-Ahead & Intraday Price Forecasting
Know tomorrow's prices before the auction closes.
We produce hourly electricity price forecasts for all major European bidding zones, covering both the Day-Ahead auction (published ~13:00 CET) and the three Intraday auctions (IDA1/IDA2/IDA3). Outputs include a point forecast and a calibrated 95% confidence interval so your risk team has quantified uncertainty alongside the central estimate.
Coverage
21 bidding zones · all SDAC markets
Horizon
Up to 48 h (day-ahead) + 4 h (intraday)
Resolution
Hourly (15-min for IDA continuous)
Accuracy
3–6% MAPE on day-ahead · 5–9% intraday
Confidence
P10 / P50 / P90 quantile bands
Delivery
REST API · CSV · Dashboard
Typical use cases
- Bid/offer strategy in day-ahead auctions
- Intraday rebalancing and position management
- Imbalance cost reduction for balance-responsible parties
- Mark-to-market valuation of forward positions
See a live forecast sample
SE3 day-ahead · 48 h view
Forecast vs actual
Historical prices on the left, AI-generated forecast with 95% confidence band on the right. Updated each day after auction results are published.
Accuracy by bidding zone
| Zone | Market | MAPE | RMSE | CI Coverage | Updated |
|---|---|---|---|---|---|
| SE3 | Day-Ahead | 3.8% | 4.1 €/MWh | 95% | Daily 13:30 CET |
| SE3 | Intraday | 5.2% | 5.7 €/MWh | 95% | Continuous |
| NO1 | Day-Ahead | 4.1% | 4.8 €/MWh | 95% | Daily 13:30 CET |
| DK1 | Day-Ahead | 4.6% | 5.3 €/MWh | 95% | Daily 13:30 CET |
| DE/LU | Day-Ahead | 3.2% | 3.9 €/MWh | 95% | Daily 13:30 CET |
| GB | Day-Ahead | 4.9% | 5.9 £/MWh | 95% | Daily 10:00 UTC |
How the pipeline works
From raw market data to your API response — four automated steps, no manual intervention.
Data Ingestion
Pull prices from ENTSO-E Transparency, weather from ECMWF HRES, and meter telemetry from your SCADA or AMR. All streams are normalised to UTC hourly.
Feature Engineering
Lag prices, rolling volatility, hydro reservoir levels, solar irradiance, wind speed at hub height, day-of-week, public holiday flags, and seasonal Fourier terms.
Model Inference
Ensemble of gradient boosting (day-ahead price) and LSTM/Transformer networks (intraday, renewable). Quantile regression outputs calibrated P10/P90 intervals.
Delivery & Monitoring
Results pushed via REST API or CSV within 60 seconds of EPEX auction close. MAPE is logged per bidding zone every day so you can track model drift.
Pan-European coverage
All SDAC-coupled markets plus GB — one API endpoint for your entire European portfolio.
REST API
JSON · OpenAPI spec included
CSV Push
Daily SFTP or S3 delivery
Websocket
Real-time stream (intraday)
Who it's for
Forecasting outputs that fit directly into your existing workflows — no data-science team required.
Energy Traders
Sharper bids in day-ahead auctions. Faster intraday rebalancing. Quantified confidence intervals so you size positions to match your risk appetite.
Portfolio Managers
Accurate load and generation profiles reduce imbalance charges and improve procurement contracts. One dashboard covering your whole mixed portfolio.
Renewable Asset Owners
Outperform settlement with site-specific solar and wind schedules built from NWP ensembles and your historical SCADA. Reduce curtailment risk.
Balance-Responsible Parties
Stay inside imbalance tolerance bands with load and price forecasts updated continuously. Reduce TSO settlement penalties quarter by quarter.
Ready to try the Forecasting service?
We'll run your first bidding zone through the model and share real accuracy results before you commit.