# RNN 1st Gen Model NRG Energy, Inc. Electric services

Stock predictor AI models:
Subscribe >> Deal exit on
May 3, 2018
Deal entry on
May 3, 2018
1.62%Expected margin
60.81% successful of 74 deals
$ 40.80 Last close price
at 18-oct-2021


Model's trade recommendations 3.74% Return for period

-14.38% Annual return

$9.68B Market Cap

β 0.89  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period 3.74%
52wk return -0.37%
52wk Range
Sortino ratio -0.50
Sharpe ratio -0.43
Norm. RMSE 0.37%
Downside risk 23.34%
Volatility 0.00%
  • 0.12 (0.39%) Div (Yield)
  • STRONG BUY Analysts consensus recommendation

NRG Energy, Inc. is the leading integrated power company in the U.S., built on the strength of their diverse competitive electric generation portfolio and leading retail electricity platform. NRG creates value through best-in-class operations, reliable and efficient electric generation, and a retail platform serving residential and commercial businesses. Working with electricity customers large and small, they implement sustainable solutions for producing and managing energy, developing smarter energy choices and delivering exceptional service as their retail electricity providers serve residential and commercial customers throughout the country.

Industry sector: Utilities

Sector classification: Electric services

Deep Learning based analysis and prediction model for NRG Energy, Inc. (NRG) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Oct. 22, 2015.

Market data for NRG model training are being downloaded from the Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are accounted for in this model in the form of the historical data coincided with outbreaks and other global events in the past used to train ML prediction model for NRG.

Model is being retrained on a daily basis.

Float 316M
P/E 31.75
Shares Outstanding 318M
% Held by Insiders 0.38%
% Held by Institutions 97.31%
EPS (last reported FY) $1.09
EPS (last reported Q) $0.51
EPS, estimated (last reported Q) $-0.08
Total revenues $11 B
Net income $-2 B