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Load Forecast

This page contains information related to ERCOT’s Mid-Term Load Forecast (MTLF) and Long-Term Load Forecast (LTLF).


Long-Term Load Forecast

The Long-Term Load forecast is an hourly forecast for the next 10 years.  It is based on forecasted economic data and historical weather from 2008–2022.

Annual Energy Vs. Peak Demand ERCOT Based on ERCOT Adjusted Forecast Annual Energy Vs. Peak Demand ERCOT Based on ERCOT Adjusted Forecast
TSP Provided Large Load Breakdown ERCOT Adjusted Large Load Breakdown
Annual Energy Vs. Peak Demand Based on TSP Provided Forecast Annual Energy Vs. Peak Demand Based on TSP Provided Forecast
ERCOT Adjusted Large Load Breakdown TSP Provided Large Load Breakdown

*Click on image to view it in greater detail.

2025 Long-Term Load Forecast Reports 2025 Long-Term Load Forecast Reports

2025 ERCOT Monthly Peak Demand and Energy Forecast
Contains ERCOT Monthly Peak Demand and Energy values.
Apr 8, 2025 - xlsx - 26.6 KB
ERCOT 2025 Long-Term Load Forecast Report
Contains an explanation of how the ERCOT Long-Term Hourly Peak Demand and Energy Forecast was developed.
Apr 10, 2025 - pdf - 965.9 KB
TSP Provided Hourly Forecast
ERCOT and Weather Zone hourly load forecast with TSP provided large load additions
Apr 8, 2025 - xlsb - 46.5 MB
ERCOT Adjusted Forecast
ERCOT and Weather Zone hourly load forecast with adjustments applied to the TSP provided large load additions
Apr 15, 2025 - xlsb - 46.2 MB

2025 Load Forecast Scenarios 2025 Load Forecast Scenarios

Feb 5, 2025 - xlsx - 20 KB
ERCOT Peak Demand Scenarios
Contains ERCOT summer peak demand forecast scenarios for 2025– 2031. These scenarios are based on using historical weather years in the forecast model. Includes ERCOT net summer peak forecast and the 90th percentile forecast
Apr 8, 2025 - xlsx - 14.7 KB
Summer and Winter Peaks
Contains weather zone coincident and non-coincidental summer and winter peak demand forecasts for 2025-2031
Apr 8, 2025 - xlsx - 17.8 KB
Weather Year Scenario Forecast
Contains weather year (1980 - 2024) forecasts for 2026
Apr 23, 2025 - xlsx - 48.7 MB

Mid-Term Load Forecast

The Mid-Term Load forecast (MTLF) is an hourly forecast for the next 168 hours based on current weather forecast parameters within each Weather Zone. The MTLF Monthly Mean Absolute Percentage Error (MAPE) chart below contains average MAPE values for the 3 hour ahead, 6 hour ahead, and day ahead forecast horizons for each calendar month. The MTLF Monthly Backcast chart contains the average model error for each calendar month. Note that a backcast is created by using the current MTLF forecast models with actual weather data and calendar variables (day-of-week, holiday) as input. The backcasted values are then compared to the actual load values to arrive at model error.

MTLF Monthly MAPE MTLF Monthly MAPE
Monthly Backcast Monthly Backcast
Average Forecast Error Average Forecast Error
Frequency of Over and Under Forecast Frequency of Over and Under Forecast

*Click on image to view it in greater detail.

2025 Mid-Term Load Forecast Reports 2025 Mid-Term Load Forecast Reports

Day-Ahead Backcast Report
MTLF forecast metrics and the MTLF backcast metrics on a monthly average.
Apr 7, 2025 - xlsx - 38 KB

Includes data from Average Error Forecast and Frequency Over Under Forecast.

Apr 7, 2025 - xlsx - 1.5 MB
Mar 21, 2025 - xlsx - 1.4 MB
Feb 4, 2025 - xlsx - 1.5 MB