Stock Forecast Based On a Predictive Algorithm (2024)

Stock Forecast Based On a Predictive Algorithm (1)Naman Shukla is an Analyst at I Know First. He writes and invests in the stock market. Ranked in the top 8 percentile inTipRanks.com. Featured on SeekingAlpha.com, GuruFocus.com, Valuewalk.com among others.

Tesla Stock Prediction

Summary:

  • The new P100D version is a lot better than its predecessors and will attract new buyers.
  • The Model S, like the Model 3, will be a hit among Tesla buyers.
  • The company’s presence in the Chinese market represents huge growth potential for long-term investors.
  • Tesla’s recent pullback should be seen as a buying opportunity.
  • I Know First maintains a bullish position regarding Tesla Motors Inc.

Tesla (TSLA) has had a rough few weeks due to several concerns. Be it the potential acquisition of SolarCity, bearish stance of Jim Chanos, or the recent Elon Musk E-mail incident, Tesla’s shares have dropped considerably from the 52-week high levels.

While bears keep arguing about the aforementioned points, I think the recent pullback is a great buying opportunity for long-term investors. There are several reasons why I think Tesla is a great buy at these levels that are described below.

A new and upgraded P100D version

At present stage, autonomous cars market and virtual reality market accounts for the two rapidly emerging markets and Tesla is one of the most significant players in the former. Recently, Tesla announced its new Model X and S based on P100D version. These new models are fortified with a new 100 kW-hour battery. As a result, this extended the maximum range of both the vehicles considerably.

(Source: Tesla)

With the use of this new battery, Model S and Model X will be able to run 315 miles and 289 miles, a surge of 21 miles and 32 miles, respectively. These numbers may seem feeble, but one should also keep in mind that the previous records were accomplished by the company’s 90 kWh Model s and X options without its ludicrous acceleration.

However, when Tesla upgraded the performance of Model S and X, and equipped them with Ludicrous mode acceleration, the rated ranges were 270 and 250 miles, correspondingly. All in all, the company’s new 100 kilowatt-hour battery surged the range of similarly optioned Model S and X vehicles by a stunning 17 percent and 16 percent.

To achieve P100D, the company turned its Ludicrous mode acceleration even better. Eventually, a P90D grounded on Ludicrous mode acceleration was able to achieve 60 mph from 0 mph in 2.8 seconds. However, Tesla’s new P100D is capable of accomplishing 60 mph in just 2.5 seconds, making it the third fastest production car ever manufactured.

Cheaper Model S

Tesla realized that the customers love its products, but are also seeking for a cheaper vehicle. Therefore, the company introduced its new cheaper variant of Model S, almost at the end of second quarter. It is equipped with 60 kWh hours of battery capacity, together with an extra 10 kWh of capacity for a fee thru an over the air software update any time after purchasing the vehicle.

This new Tesla’s Model S starts from $66,000, approximately $5,000 less compared to its prior base model. This new Model S was crammed with value and signified an aggressive step for the rapid-growing auto manufacturer.

However, this new model was launched at the end of second quarter. Therefore, no orders were delivered in the second quarter, and any advantage from the demand created by this new Model S would be delivered in the imminent quarter.

It is still not clear how this less expensive Tesla’ Model S will affect the company’s sales, but the company detailed that it launched this new model because it saw more Model 3 demand than it anticipated, which is evident from the image below.

(Source: Business Insider)

Moreover, the company has reaped 373,000 reservations for its new Model 3 in just two weeks since the launch of vehicle in March. Therefore, a trivial portion of this market could be a substantial driver for Model S.

Competition is rising at a rapid pace

As a matter of fact, the automotive segment has been crowded with many well-known auto manufacturers. Almost every established automaker is heading towards EV market, some with more passion than other players.

It appears like giant players such as Audi, Mercedes are moving ahead with a prodigious deal of risk avoidance. This means that they are not going to have competitive cars on the road in the near term.

Furthermore, automotive companies present in China are more likely to provide a direct threat to Tesla being capable enough to establish itself in Asia in an expressive way.

Despite all the threats possessed by the Chinese automakers, there is plenty of room left for Tesla in China. In 2015, EV registrations in China surpassed those in the Unites States. Moreover, it is projected that the market for EVs and hybrids in China will mount by approximately 50 percent per year for the upcoming ten years.Stock Forecast Based On a Predictive Algorithm (4)

(Source: SlideShare.net)

Given the market potential and Tesla’s ability to outdo its rivals by making great products, I have no doubt the company will perform better in the long run.

Conclusion

I expect Tesla to reverse the recent downtrend on the back of strong demand and growth across several markets. Even though the stock is hovering around $200, I think investors should consider accumulating it on the pullback.

My bullish stance on TSLA is resonated byI Know First’s algorithmic signals. As you can see from the image below, the green 39.18, 100.77, and 233.90 forecasts indicate that I Know First’s algorithm expects Tesla to perform well in the short as well as long term.

Past I Know First Forecast Performance onTSLA

I Know First has been bullish on Tesla Motors Inc. in past forecast. Since then, TSLA has been up 38.04% to date.

This forecast was sent out to I Know First subscribers onFebruary10th, 2016.To subscribe now click here.

Stock Forecast Based On a Predictive Algorithm (2024)

FAQs

What is the best algorithm for stock prediction? ›

The LSTM algorithm has the ability to store historical information and is widely used in stock price prediction (Heaton et al. 2016). For stock price prediction, LSTM network performance has been greatly appreciated when combined with NLP, which uses news text data as input to predict price trends.

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1. AltIndex – Overall Most Accurate Stock Predictor with Claimed 72% Win Rate. From our research, AltIndex is the most accurate stock predictor to consider today. Unlike other predictor services, AltIndex doesn't rely on manual research or analysis.

How accurate is AI stock prediction? ›

"We found that these AI models significantly outperform traditional methods. The machine learning models can predict stock returns with remarkable accuracy, achieving an average monthly return of up to 2.71% compared to about 1% for traditional methods," adds Professor Azevedo.

How accurate are stock prediction models? ›

With the proposed strategy, the Random Forest model achieved the highest accuracy of 91.27% followed by XG Boost, ADA Boost and ANN. In the later part of the paper, it is shown that only classification report is not sufficient to validate the performance of ML model for stock market prediction.

Can you use AI to predict stocks? ›

More and more investors now rely on AI tools to improve their stock selection. AI stock prediction software works by evaluating bulk financial data to help you have the most important data insights for stock selection.

Do stock trading algorithms work? ›

The Bottom Line. No doubt, algorithmic trading can offer several different advantages, such as speed, efficiency, and objectivity in trading decisions. It can automate entry and exit points, reduce the risk of human error, and prevent information leakage.

What is the best AI stock prediction website? ›

Candlestick.ai is one of the best AI stock picker services for beginners. Its proprietary software generates stock predictions through artificial intelligence insights. You won't need any prior investment or analysis experience, as Candlestick.ai tells you which stocks to buy.

What is the best website to predict stocks? ›

  1. 13 Best Stock Analysis Websites. 🔥 Seeking Alpha is one of the most rated stock analysis app. ...
  2. Seeking Alpha. Seeking Alpha is one of the most popular stock analysis sites with over 20 million monthly visitors. ...
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  7. 6. Yahoo Finance. ...
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Jan 17, 2024

Who is the most accurate stock analyst? ›

Top Ranked Wall Street Analysts
  1. Glenn Greene – Oppenheimer. Greene focuses on the Technology sector and has an 85% success rate for his picks. ...
  2. Quinn Bolton – Needham. ...
  3. Jason Seidl – Cowen & Co. ...
  4. Dan Payne – National Bank. ...
  5. Gerard Cassidy – RBC Capital.

What is the best AI stock prediction app? ›

It's not just the best AI app for stock trading—it's the best that comes at no cost. The free AI stock picker will answer any questions you have about stocks that you are planning to trade. Incite AI is the best AI stock trading app and the goal is to make it easy for you to make the best trades.

Why can't AI predict stocks? ›

If the data is incomplete, biased, or outdated, the AI algorithm may not be able to accurately predict future market behavior. For example, if an AI algorithm is trained on historical data from a period of economic stability, it may struggle to predict market reactions during times of crisis or volatility.

How to predict big moves in stocks? ›

Watch the slope – The slope of a trend indicates how much the price should move each day. Steep lines, moving either upward or downward, indicate a certain trend. However, if the line is too flat, it calls into question both the validity of the trend and its predictive powers.

Can ChatGPT predict stock market? ›

ChatGPT is trained with the help of a massive database of financial reports and statistics. As a result, it may investigate the interaction between the variables that affect stock prices. Later, based on this data, ChatGPT can formulate market direction predictions.

What is the best neural network for stock prediction? ›

Long short-term memory (LSTM) is a type of recurrent neural network (RNN) that is specifically designed for sequence modeling and prediction. LSTM is capable of retaining information over an extended period of time, making it an ideal approach for predicting stock prices.

Is the stock market actually predictable? ›

For the most part, the authors report that stock returns are unpredictable. However, there do exist points of pockets in time when returns can be predicted. Fortunately, the predictability that does occur is found to be exploitable and economically significant.

Which regression is best for stock prediction? ›

Predictive Modeling: Linear regression can be used to predict future stock prices based on historical data and other relevant factors. Trend Analysis: It can help identify trends in stock prices over time and predict whether they are likely to continue or reverse.

What is the most accurate stock prediction website? ›

Zacks has built a reputation as a reliable source of stock data for investors looking for a stock picking edge, Zacks' free stock screener has almost everything investors need to make well-timed and informed stock picks. That's why Zacks is our choice as the best free option for a stock screener.

What is the best machine learning algorithm for stocks? ›

Which machine learning algorithm is best for stock price prediction? Based on experiments conducted in this article, LSTMs seem to be the best initial approach in solving the stock price prediction problem. Other methods can combine features extracted from LSTM or Bi-LSTM models and fed into a classical ANN regressor.

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