Parisi Labs' world models for physical systems, starting with energy. Forecast price across ERCOT, NYISO, CAISO, and PJM, with uncertainty for each interval.
Forward outlook
6:45 PM
$110p50
p10–p90 $67–$176
58% chance above $100
Brighter is likelier. Run a finger or cursor along the day, or switch to Fan to see the same forecast as nested bands.
Public preview outputs open in the console for every account. Private preview outputs are set up for your organization on request.
Price
Forecast price across ERCOT, NYISO, CAISO, and PJM, with uncertainty for each interval.
2 days
Each published output has its own available horizon and native interval.
ERCOT, NYISO, CAISO, and PJM
Choose a native target for each output in the developer console.
1 hour
Compare issue times and model versions alongside each returned forecast.
Loading published forecast outputs…
A point forecast says tomorrow’s 7 PM price will be $50. That could be a quiet hour that settles between $35 and $65. It could also be a nine-in-ten chance of $30 and a one-in-ten chance of $230. The average is identical.
For a battery deciding when to discharge, or a desk carrying short exposure into the evening, those are opposite days. Metis forecasts the distribution itself, so the second day looks like the second day.
Quiet evening
Chance above $100 0%
Spike in play
Chance above $100 10%
One forecast, four readings. Each is a question a desk or an operator already asks, answered by the shape of the distribution.
The agent reads the same forecast, lines it up with the day-ahead price and what has settled, and cites the issue time.
For the price forecast, load, generation and weather describe the grid alongside recent and day-ahead prices. Every input is lined up to when it was actually available, the way it would have reached a trader at that hour.
Each hourly issuance is stored as its own vintage, so one interval is forecast again and again as it approaches. When it settles, every one of those forecasts is scored as it was issued, against the real-time price and the day-ahead auction. Nothing is redrawn with hindsight.
Scores by market and location sit on the accuracy board, beside every other forecast Ask the Grid tracks.
The distribution sits beside observed real-time prices and the cleared day-ahead price, on forecast pages, node pages, and the map.
ERCOT price forecastAsk about upside risk or tomorrow's peak in plain English. The agent reads the same forecast and cites its issue time.
Ask about ERCOTRequest a node, zone, or hub over HTTPS and get the same bands, issue times, and settled prices the product draws.
Open the playgroundMetis is how Parisi Labs builds world models: models that learn how a physical system behaves and explore the futures it could take. Power comes first. It couples many physical systems, repeats its decisions every few minutes, and settles every one of them against an outcome you can measure.
Prices are where the family starts. The direction from here is the one in the Parisi Labs thesis: from forecasting how a system usually evolves to learning how it changes when you act on it.
Parisi Labs' family of world models for physical systems, starting with energy. Forecast price across ERCOT, NYISO, CAISO, and PJM, with uncertainty for each interval.
Create a workspace to explore published forecasts, switch between outputs and compare their issue times, units and horizons in the console.
Give your own agent the forecast as a tool, with the source attached to every answer.
Request
GET /api/v1/grid/forecasts ?iso=ERCOT &targetKind=node &targetId=HB_NORTH
Response, per series
With a free Ask the Grid account you can read price forecasts at ERCOT's trading hubs and load zones, CAISO's trading hubs, and PJM's trading hubs. The console shows the targets and access for each published output.
The day-ahead price is one cleared number per hour, set once by the auction. A price forecast describes the range of possible real-time prices. Ask the Grid plots the two together so you can see where they disagree.
Compare the forecast issued before an interval with the observed outcome. Scores depend on the output, location, lead time and forecast vintage; the price accuracy board shows its evaluation basis.
Forecast price across ERCOT, NYISO, CAISO, and PJM, with uncertainty for each interval. The published-output list shows which load, generation and weather metrics can be requested, with their units and horizons.
Yes. Select published outputs in Forecast together, or use the batch Forecast API. Each result retains its own targets, units, horizon and issue time, with independent interval-level uncertainty.