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Price Forecasting

Energy price forecasting software — day-ahead & real-time LMP

What is energy price forecasting?

Energy price forecasting predicts Locational Marginal Prices (LMPs) in wholesale electricity markets — both Day-Ahead (DA) and Real-Time (RT) settlement prices at nodal and zonal levels. The spread between DA and RT prices (the DART spread) is where much of the trading edge in power markets lives.

Traders use LMP forecasts to position around DA auctions and capture RT volatility. Retailers use them to manage procurement exposure. Asset operators use them to optimize dispatch and bidding. Accuracy depends on getting the demand signal right first — which is why the best price forecasts are built downstream of the best load forecasts, not independently.

X%

Price forecast accuracy vs. market benchmark

$X

Average daily DART edgeper node

X+

ERCOT nodes covered

Amperon's price forecasting products

ercot-grid-price

ERCOT Grid DA & RT Price short term forecast

Forecasts Day-Ahead and Real-Time ERCOT LMPs at nodal and zonal levels using proprietary demand signals, fuel, weather, and market data — fully integrated with Grid Demand STF to improve forecast accuracy across one platform. Additional ISO coverage coming soon.
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Other grids coming soon

Why demand accuracy drives price accuracy

Most vendors predict prices in isolation using public data alone. Amperon’s price forecasts are built on top of its demand forecasts, combining demand signals with fuel prices, weather, and grid conditions.
As demand models improve through hourly retraining, price forecasts improve automatically — creating an integrated forecasting pipeline where accuracy compounds across the stack.
one-platform

One platform, one signal

Demand and price forecasts on the same platform means no reconciliation, no vendor mismatch, no conflicting signals.
demand-feeds

Demand feeds price

Grid Demand STF is a primary input to the price model. Better demand accuracy automatically improves price accuracy.
hourly-retraining

Hourly retraining

Demand and price forecasts on the same platform means no reconciliation, no vendor mismatch, no conflicting signals.
integration

Delivery & integration

REST API
Snowflake
File Export
Yes Energy

Get your forecasts however your team works. Amperon delivers via REST API, Snowflake data share, flat file exports, and Yes Energy integration —with 99.9% uptime and enterprise-grade reliability.

View integration documentation

Frequently asked questions

Here are some answers about our platform, implementation process and pricing.
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See demand and price in one view

Get a demo showing how Amperon's integrated demand-price pipeline delivers a structural accuracy advantage — with your nodes, your markets, and your trading workflow.