# RNN 2nd Gen Model O'Reilly Automotive, Inc. Auto & home supply stores

Stock predictor AI models:
Subscribe >> Deal exit on
Dec. 14, 2020
Deal entry on
Dec. 14, 2020
10.94%Expected margin
70.73% successful of 41 deals
$ 445.89 Last close price
at 25-feb-2021


Model's trade recommendations No return for period yet

0.71% Annual return

$21.62B Market Cap

β 0.93  


Model (following trade recommendations)


Underlying stock

S&P 500

Return for period
52wk return 32.23%
52wk Range
Sortino ratio 0.12
Sharpe ratio 0.10
Norm. RMSE 11.04%
Downside risk 10.51%
Volatility 0.00%
  • STRONG BUY Analysts consensus recommendation

O'Reilly Automotive, Inc. is one of the largest specialty retailers of automotive aftermarket parts, tools, supplies, equipment, and accessories in the United States, serving both professional service providers and do-it-yourself customers. O'Reilly Automotive are the dominant auto parts retailer in all of market areas. O'Reilly Automotive provides new and remanufactured automotive hard parts, such as alternators, starters, fuel pumps, water pumps, brake system components, batteries, belts, hoses, temperature control, chassis parts, driveline parts and engine parts; maintenance items, such as oil, antifreeze, fluids, filters, wiper blades, lighting, engine additives and appearance products; and accessories, such as floor mats, seat covers and truck accessories.

Industry sector: Retail/Wholesale

Sector classification: Auto & home supply stores

Deep Learning based analysis and prediction model for O'Reilly Automotive, Inc. (ORLY) 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 Sept. 30, 2015.

Market data for ORLY 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 ORLY.

Model is being retrained on a regular basis.

Float 81M
P/E 20.23
Shares Outstanding 83M
% Held by Insiders 3.12%
% Held by Institutions 88.95%
EPS (last reported FY) $11.84
EPS (last reported Q) $3.61
EPS, estimated (last reported Q) $3.59
Total revenues $9 B
Net income $1 B