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

  • Preview image for The Future Isn’t One Price, It’s a Distribution

    blog · ercot

    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

    Author: Sonya Gustafson (Co-Founder and Chief Product Officer)July 7, 2026
  • Preview image for The Perfect-Information Gap

    blog · ercot

    The Perfect-Information Gap

    Why every backtest trails perfect hindsight, and how to make the gap smaller, priceable, and hedgeable

    Author: Sonya Gustafson (Co-Founder and Chief Product Officer)June 22, 2026
  • Preview image for Anatomy of a Backtest

    blog · ercot

    Anatomy of a Backtest

    How Distill validates the foundation behind every forecast

    Author: Sonya Gustafson (Co-Founder and Chief Product Officer)May 28, 2026
  • Preview image for A Primer on Optimal Power Flow

    ercot · labs

    A Primer on Optimal Power Flow

    An example-driven tutorial on price formation and uncertainty in energy markets

    Author: Matt Parno (Co-Founder and Chief Technology Officer)April 30, 2026
  • Preview image for Merit Order Explorer Explainer

    ercot · labs

    Merit Order Explorer Explainer

    A new tool from Distill Labs making the merit order transparent

    Author: Sonya Gustafson (Co-Founder and Chief Product Officer)April 16, 2026
  • Preview image for Probabilistic Forecasting

    blog · ercot

    Probabilistic Forecasting

    How understanding uncertainty can increase profits and manage risk

    Author: Isaac Fry (Forward Deployed Engineer)March 24, 2026

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InsightsAnatomy of a BacktestThe Future Isn’t One …Merit Order Explorer …A Primer on Optimal P…The Perfect-Informati…Probabilistic Forecas…ProductIsaac FryMatt ParnoSonya Gustafson