What is energy trading software?

Energy trading software encompasses the full range of tools power market participants use to execute trades, manage risk, and optimize positions including ETRM systems, bid optimization platforms, and the forecast data and analytics that inform every decision along the way. Amperon specializes in the forecast layer: AI-powered demand, net demand, price, and renewable generation forecasts that integrate directly into existing trading infrastructure.

Which ISOs and power markets does Amperon cover?

Amperon provides grid-level demand forecasts across 25+ grids in the U.S., Canada, and Europe including all major US and Canadian ISOs and RTOs (ERCOT, PJM, CAISO, MISO, SPP, NYISO, ISONE, SERC, WEIM, IESO, and AESO) and European TSOs (AT, BE, CH, CZ, DE_LU, DK, ES, FR, GB, IE, IT, NL, PL, PT) with net demand forecasts available for CAISO, ERCOT, PJM, and SPP. For renewable asset owners, generation forecasts are available for solar and wind assets anywhere in the world.

Does Amperon offer commodities trading?

Amperon provides energy forecasting and energy analytics purpose-built for electricity markets. We do not trade, broker, or manage positions, and our products do not cover oil, gas, or other commodities.

Is Amperon SOC 2 Type II compliant?

Yes. Amperon is SOC 2 Type II certified, meaning an independent auditor has verified that the company's security, availability, and confidentiality controls meet the Trust Services Criteria and operate effectively over a sustained audit period. SOC 2 Type II certification provides assurance that Amperon's handling of metering data and operational information meets enterprise-grade security standards.

What ISOs/TSOs have a large difference in demand and net demand?

In the United States, the grid regions with highest renewables contribution are ERCOT, CAISO, MISO, and SPP. It's especially important to consider a net demand forecast for power markets trading in these regions.

What is the difference between Day-Ahead and Real-Time prices?

Day-Ahead prices are usually more consistent and slightly higher than Real-Time prices. Real-Time prices are subject to higher volatility, swinging to extreme highs and lows.

Why is a price forecast important to my trades?

A price forecast gives you an idea of where prices are going to be in the future. In addition to planning trades directly, an Amperon price forecast can help to identify the magnitude of price volatility and can build a comprehensive picture when compared against internal models and expectations.

Energy Trading Software for Power Markets

Power traders are navigating the growth of data centers, renewables, and electric vehicles amid increasing weather volatility. In today’s grids, financial traders and utility and IPP power traders need best-in-class power market forecasts for demand, price, and renewable supply to feed into their energy trading software.

Not all energy trading software is built for the modern grid. With its hybrid physics-based and AI-powered approach and deep financial trading expertise, Amperon is the most trusted forecasting software provider for power traders worldwide.

Built by power traders, for power traders

Financial traders

Gain an edge from real-time price forecasting and day-ahead power trading to term trading and beyond.

A close-up of a powerline structure against a clear blue sky with a few clouds

Utilities

Know how to hedge procurements before weather impacts grid demand and renewable generation.

Row of wind turbines in green agricultural field generating renewable energy

Independent Power Producers

Maximize financial performance with forecasts for solar and wind generation and grid demand and net demand.

Energy trader analyzing multiple financial charts and data on computer monitors in control room

Book a demo

Get backtest data

Why power traders trust Amperon

“We use Amperon’s forecasting platform every day to help make better-informed decisions and to optimize our portfolio. It’s been a pivotal tool in our decision-making.”

Trader

at Orsted

“Amperon on Snowflake enables us to easily integrate our different data streams into a single unified view. We value having complete access and control over our analytics and visualization tools.”

Blue circle icon with white X or cross pattern

Jack Wang

at Axpo

“We use Amperon’s forecasting platform every day to help make better-informed decisions and to optimize our portfolio. It’s been a pivotal tool in our decision-making.”

Trader

at Orsted

Jack Wang

at Axpo

What power traders can do with Amperon

Better decisions, more opportunity

Our utility load forecasts help you:

Anticipate weather conditions and market impacts

Perform detailed scenario analyses

Refine trading strategies

Execute with confidence

Extended visibility

Visualize and quantify risks before the market prices them in.

Time is money, and you’ll have 7 more days than most decision-makers in your market.

Industry-leading accuracy

Our AI-driven market forecasts consistently outperform the predictions provided by the market operators themselves.

It’s like having your own team of data scientists constantly testing and tweaking your models for the best results.

Better weather insights

Our ensemble weather model ingests exponentially more weather data than traditional forecasting approaches.

Stress test different weather scenarios based on our ensemble model or the four leading weather vendors.

User-friendly platform or API

Forecasts at your fingertips or integrate them into your digital work environment.

Seamlessly access analysis and forecasts via file exports, modern API endpoints, or data platforms like Snowflake and Yes Energy.

Amperon’s power trading software solutions

With Amperon's demand forecasting, you receive answers you can trust, delivered in real-time. Sourcing from 25+ years of vetted weather and demand data on the most trusted platform designed exclusively for energy grid operations.

How Amperon power trading solutions works

Energy data inputs

We identify and collect the relevant data streams from market operators, customers and vendors.

AI/ML modeling

A blend of physics-based and machine learning models produces our forecasts and updates them hourly as new data arrives.

Flexible outputs for any Workflow

The forecasts integrate seamlessly with Amperon customers’ preferred analytical tools.

Actionable Insights

Energy professionals make better informed decisions that improve operations and achieve strategic goals.

Products

Benefits and features

Anticipate how load will respond to weather.

15-day

forecasts

1-hour

granularity in North American ISOs

15-minute

granularity in European TSOs

96-hour

historical forecast slider

25+

global grids

weather vendors

Grid insights updated hourly

Weather scenarios to stress test different weather conditions

Breakdown forecasts by Load or Weather Zones

Ensemble weather forecast

Best-in-class weather inputs

Know how renewables will affect the market

15-day

forecasts

1-hour

granularity in North American ISOs

15-minute

granularity in European TSOs

additional data sets for wind and solar

96-hour

historical slider

25+

global grids

Grid insights updated hourly

Weather scenarios to stress test different weather conditions

Best-in-class weather input

Monitor forecasted capacity constraints

Breakdown forecasts by Load or Weather Zones

See where price trends will peak or bottom out.

15-Day

day-ahead forecasts

1-hour

granularity for day-ahead

3-day

real-time forecasts

5-minute

granularity for RT

load zones and hubs

5-minute

model run updates

*ERCOT & API only

Real-time grid actions

Maximize energy arbitrage opportunities

Shift load to avoid high-cost hours and mitigate load risk

Optimize DART spread for your thermal and renewable assets

Inform battery dis/charge operations to capture peak prices

Visualize sub-seasonal and seasonal demand

46-Day

sub-seasonal forecast updated daily

7-Month

seasonal forecast updated monthly

Hourly

load granularity

9 ISOs/RTOs

and all zones in the United States

Probabilistic

P5-P95 and multiples of 10 available

51 Load

ensembles built from ECMWF's weather forecast

Backtests are available for all US ISOs and European RTOs.

Optimize hedges and power supply up to 7 months out

Manage intra-month and seasonal weather and load volatility

Conduct scenario analysis with 51 forecast outcomes and analog years

Evaluate percentile intervals to support financial and operational decisions

Forecast grid demand five years out.

5-Year

long term forecast

Weekly

updates

Hourly

forecast granularity

Analog Year

comparisons available starting in 2011

ERA5

weather data from ECMWF

weather variables incorporated

Long-term visiblity

Trade Long-Term Positions

Utilities; Hedge your long-term positions confidently

One platform for all your demand forecasting needs

Scenario analysis based on analog years or normalized averages uncovers more information

Power trading success stories

Summer 2025 Heat Wave - PJM

Event:

90+° temps swept across the East Coast in June causing the highest summer demand in 10 years.

Challenge

The ISO was late in detecting demand would spike above 160 GW due to the excessive heat and AC usage.

Amperon result

Amperon forecasted demand to be near 160 GW a full seven days out. Our Day-Ahead error was under .5% for the peak hours of the two highest-demand days.

Impact

Real-time prices soared past $3,000/MWh. Traders using Amperon had a full week to capitalize on price movement before the rest of the market caught on.

Graph comparing ERCOT's actual and forecasted power consumption with historical data

Arctic Blast over MLK Jr Weekend - PNW

Event:

An arctic blast in January 2024 brought much colder weather than anticipated to the Pacific Northwest and West Coast over the holiday weekend.

Challenge

Traditional demand forecasts failed to capture the unpredictable effects caused by the abundance of microclimates in mountainous regions.

Amperon result

Despite the challenges of incorrect weather predictions, Amperon’s forecasts were up to 2x more accurate than the ISO for peak hours.

Impact

Electricity prices spiked to $1,000 with some utilities losing as much as $26 million due to inaccurate forecasts.

A detailed graph comparing actual energy consumption to forecasts in ERCOT LZ_SOUTH, with a focus on energy price forecasting

FAQs from power traders

Improve your trading desk differential with industry-leading power market forecasting

Built by power traders, for power traders

Financial traders

Utilities

Independent Power Producers

Why power traders trust Amperon

What power traders can do with Amperon

Extended visibility

Industry-leading accuracy

Better weather insights

User-friendly platform or API

Amperon’s power trading software solutions

How Amperon power trading solutions works

Products

Benefits and features

Power trading success stories

Get an edge on the market