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Power Evaluator
Machine-Learning Powered
Nodal Forecasting

Access over 40,000 machine-learning powered nodal and zonal pricing forecasts to see how differing assumptions in markets, policy and technology could impact your power plant or portfolio valuations.

Power Evaluator
Machine-Learning Powered
Nodal Forecasting

Power markets are dynamic. The acceleration of the energy transition injects significant variability and uncertainty. Renewable energy sources such as solar and wind can be volatile in the short term but highly predictable as they strongly correlate with the weather. Non-homogeneous electricity prices due to different operating locations, market rules, operating models, climate change, and demand increase price volatility and can affect the accuracy of power plant valuations.

Understand how Power Evaluator delivers unique and advanced forecasting capabilities to mitigate the risk of power price fluctuations in power plant valuations.

Capabilities of our machine-learning-powered nodal forecasts


Nodal forecasts


Average model confidence score


Machine learning models


Layers of stochastic draws

Forecasting Analytics for Nodal and Energy Storage

  • Nodal LMP Forecasts
  • Nodal Storage Value Forecasts
  • Nodal Temporal Arbitrage Forecasts

Instantly access dependable and consistent nodal forecasts generated through a rigorous analysis of historical performance.

  • 40k+ LMP and Basis forecasts
  • Historical ISO hourly pricing trained against 5 covariates
    • Solar generation
    • Wind generation
    • Hydroelectric generation
    • Demand
    • Settlement pricing
  • Stochastic model layer for replicating and reinjecting anomalous outage pricing behavior into the time series
  • Immediate historical comparison between forecasts and reported nodal pricing

Maximize storage value by determining the best location, length of time, cycling schedule, and roundtrip efficiency

  • Adjustable storage cycle time, roundtrip efficiency, depth of discharge, discount rate, and degradation
  • Determine viability of long-duration storage
  • Evaluate the potential need for capacity revenue streams
  • Understand the diminishing returns of incremental duration hours

Conduct simulations and back-testing to identify and capitalize on arbitrage opportunities at over 40,000 pricing locations.

Plan and visualize your strategy with our sophisticated hex-mapping system integrated with comprehensive metrics

  • Adjustable duration, cycle time, depth of discharge, and roundtrip efficiency
  • Understand the optimal battery characteristics to maximize arbitrage at any site
  • Compare projected arbitrage opportunity to past performance

See Power Evaluator in Action

Request a Power Evaluator Demo

How you can use our nodal forecasts

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And, we delight in supporting our customers with 24x7x365 customer service and a 98% customer service satisfaction rate.

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