Insights
Research and articles from the Distill team, exploring simulations, energy markets, and more.

The Future Isn’t One Price, It’s a Distribution
What 6,000 ERCOT scenarios say about load growth, renewable energy, and the flexibility that shaves the peak

The Perfect-Information Gap
Why every backtest trails perfect hindsight, and how to make the gap smaller, priceable, and hedgeable

Anatomy of a Backtest
How Distill validates the foundation behind every forecast

A Primer on Optimal Power Flow
An example-driven tutorial on price formation and uncertainty in energy markets

Merit Order Explorer Explainer
A new tool from Distill Labs making the merit order transparent

Probabilistic Forecasting
How understanding uncertainty can increase profits and manage risk
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