# RNN 2nd Gen Model AutoNation, Inc. Automotive dealers & gasoline service stations

Stock predictor AI models:
Subscribe >> Deal exit on
May 24, 2017
Deal entry on
May 24, 2017
90.84%Expected margin
25.00% successful of 4 deals
$ 116.71 Last close price
at 15-oct-2021


Model's trade recommendations No return for period yet

-7.62% Annual return

$4.28B Market Cap

β 1.40  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return -2.88%
52wk Range
Sortino ratio -1.95
Sharpe ratio -1.87
Norm. RMSE 91.39%
Downside risk 4.18%
Volatility 0.00%
  • HOLD Analysts consensus recommendation

AutoNation is the America's Largest Automotive Retailer, AutoNation is constantly innovating and striving to change the way America buys & services their vehicles. AutoNation offer a diversified range of automotive products and services, including new vehicles, used vehicles, `parts and service,` which includes automotive repair and maintenance services as well as wholesale parts and collision businesses, and automotive `finance and insurance` products, which include vehicle service and other protection products, as well as the arranging of financing for vehicle purchases through third-party finance sources. AutoNation seeks to be the best-run, most profitable automotive retailer in the nation. AutoNation seek to deliver a consistently superior customer experience by offering a large selection of inventory, customer-friendly, transparent sales and service processes, and competitive pricing.

Industry sector: Retail/Wholesale

Sector classification: Automotive dealers & gasoline service stations

Deep Learning based analysis and prediction model for AutoNation, Inc. (AN) stock is a 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU Recurrent Neural Network architecture.

Model is in the production pipeline since Jan. 20, 2017.

Market data for AN 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 AN.

Model is being retrained on a regular basis.

Float 89M
P/E 11.87
Shares Outstanding 91M
% Held by Insiders 2.80%
% Held by Institutions 69.35%
EPS (last reported FY) $3.81
EPS (last reported Q) $1.01
EPS, estimated (last reported Q) $1.00
Total revenues $22 B
Net income $0 B