# RNN 1st Gen Model AutoZone, Inc. Auto & home supply stores

Stock predictor AI models:
72.13% successful of 61 deals
$ 1758.49 Last close price
at 18-oct-2021


Model's trade recommendations -1.51% Return for period

1.56% Annual return

$17.17B Market Cap

β 0.85  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period -1.51%
52wk return -12.07%
52wk Range
Sortino ratio 0.19
Sharpe ratio 0.17
Norm. RMSE 0.68%
Downside risk 10.43%
Volatility 0.00%
  • BUY Analysts consensus recommendation

AutoZone, Inc. is the nation's leading retailer and a leading distributor of automotive replacement parts and accessories with stores in US, Puerto Rico, Mexico, and Brazil. Each AutoZone store carries an extensive product line for cars, sport utility vehicles, vans and light trucks, including new and remanufactured automotive hard parts, maintenance items, accessories and non-automotive products. Many of AutoZone stores also have a commercial sales program that provides commercial credit and prompt delivery of parts and other products to local, regional and national repair garages, dealers, service stations and public sector accounts. Additionally, AutoZone, Inc. sell automotive hard parts, maintenance items, accessories and non-automotive products through www.autozone.com, www.autozonepro.com and accessories, performance and replacement parts through www.autoanything.com, and commercial customers purchases through www.autozonepro.com and www.imcparts.net.

Industry sector: Retail/Wholesale

Sector classification: Auto & home supply stores

Deep Learning based analysis and prediction model for AutoZone, Inc. (AZO) 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. 2, 2015.

Market data for AZO 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 AZO.

Model is being retrained on a daily basis.

Float 27M
P/E 13.42
Shares Outstanding 27M
% Held by Insiders 2.60%
% Held by Institutions 95.86%
EPS (last reported FY) $43.04
EPS (last reported Q) $10.38
EPS, estimated (last reported Q) $8.81
Total revenues $11 B
Net income $1 B