AutoNation, Inc. company logo

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

Prediction models:
Subscribe >> Deal exit on
May 24, 2017
Deal entry on
May 24, 2017
90.84%Expected margin
25.00% successful of 4 deals
$ 48.65 Last close price
at 21-feb-2020


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.

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