Battery storage (grid-scale)

ERCOT has one of the world's fastest-growing grid-battery fleets. Around predicted peaks, batteries discharge to capture high prices — which shaves the observed peak — while some charge earlier in the day, adding load. Battery behavior is a first-order driver of whether a forecast peak actually materializes, which is why WattMarkets carries an explicit est. battery driver in every prediction.