Stock Forecast Based On a Predictive Algorithm (2024)

Stock Forecast Based On a Predictive Algorithm (1)This Tesla stock predictions article was written by Motek Moyen Research Seeking Alpha’s #1 Writer on Long Ideas and #2 in Technology – Senior Analyst at I Know First.

Tesla Stock Predictions Summary:

  • I reiterate my March 3 buyrecommendation for Tesla. In spite of -12% YoY lower Q3 revenue, the stock isagain trading above $326.
  • Investors like it that greaterefficiency is helping Tesla become more profitable. Reduced manufacturing andmaterial costs makes Tesla a better long-term investment.
  • Tesla is now generating most ofits sales from its cheapest car model, the Model 3. It still managed to delivera better-than-expected Q3 GAAP net profit of $143 million.
  • Tesla manufactured anddelivered almost 80k Tesla 3 models in Q3 2019. Tesla’s future prosperity isnow insured – Tesla is now a legitimate consumer car vendor.
  • Another tailwind is Tesla 3rd generation Solar Roof. Tesla is now poised to become the world’s best installerof solar power roofing.

My March 3 decision to endorse Tesla (TSLA) as a buy is now paying-off profitably. The stock back then was trading below $278. Tesla’s stock price is now $328. Most investors loved the better-than-expected net income numbers of Tesla Q3 2019 earnings report. The recent rally on TSLA is because many investors now believe Tesla’s emergence as Model 3-centric car company is truly sustainable and profitable.

Tesla’s stock’s 6-month price return is now at 32.51%. If Q4 2019 turns out to be profitable, I expect TSLA to trade at $380 by early January next year.

The FY19 Q3 revenue is down -12% YoY but Tesla still managed to generate a GAAP net income of $143 million (Non-GAAP net income is $342 million). Tesla is now generating most of its sales from its consumer car, the Model 3, but GAAP automotive gross margin is now higher at 22.8%. Greater efficiency in car manufacturing is making it cheaper for Tesla to produce and deliver its electric cars.

Tesla is now trading above $325 becauseinvestors now believe Tesla can become prosperous from being a vendor oflow-cost electric cars. Selling $35k to $45k Model 3 electric vehicles can be asustainable and profitable revenue growth driver for Tesla. The Q3 net incomeof $143 million is testament to this emerging reality. Tesla is now a globalvendor of budget-friendly cars and is adeptly ramping up production capacityfor the Model 3.

Greater Model 3 Production and Delivery Rate

You should go long on TSLA (or buy more shares) because the company is now capable of producing and delivering almost 80k Model 3 cars per quarter. Tesla’s Model 3 production rate grew 50 YoY in Q3. If this growth rate sustains, Tesla will be producing and delivering 120k Model 3 cars by Q2 2020. By early 2021, the quarterly production could be at 180k Model 3 cars.

Tesla’s higher valuation this week isjustified. Like other car companies, the future prosperity of Tesla is reallydependent on how fast it can deliver the greatest number of Model 3 cars. Greateradoption of electric cars will only happen when they become affordable even forlower middle-class people.

Tesla’s brand power can become moreprofitable if it is used to sell affordable electric cars. My takeaway is thatit is more attractive for a customer to buy a $35k Tesla car than a $35k Nissanor General Motors (GM) brand of electric car.

Tesla’s stock can break the $400 pricebarrier if it can produce and deliver 120k Model 3 per quarter. Greaterefficiency coming from scaled out production should also help improve thequarterly net income of Tesla.

Tesla’s Other Tailwind, Solar Roofs

Tesla is no longer just an electric carcompany. It is now also at the vanguard of clean renewable power. The long-termvaluation of Tesla will not only depend on how many cars it can sell at aprofit. It will also be influenced on how many Solarglass roofs and PowerWallsolar battery packs it can sell.

The latest version 3 of Solarglass roof isapparently cheaperand faster to install. This should help Tesla’s subsidiary SolarCityattract more customers for its solar power roofing system. The more Solarglassroofs that SolarCity can sell, the more Tesla PowerWall battery packs can besold.

Tesla touts it aims to install 1,000roofs per week. The version 3 of Solarglass roofs will be available in 25U.S. states. It is also suitable for over 100 million homes located indifferent places around the world. Competition means selling solar roofingsystems is not going to be a high-margin business. However, it is highlyprofitable for Tesla to sell PowerWall battery packs. It can even be moreprofitable than selling Model 3 cars.

Tesla’s PowerWall 2 battery starts at$6,700 each plus $1,100 for the backup Gateway 2. Tesla also charges $1,000 to$3,000 installation fee for the PowerWall 2. Tesla’s stock could trade above$350 pretty quickly if and when Musk announces Tesla is installing 10kPowerWall 2 batteries per month. Thereis serious money to be made in solar power installation. The global solar powerindustry is growing at 30.7%CAGR.

Conclusion

Investing in Tesla is a high-risk/high-rewardadventure. Holding TSLA shares is a rollercoaster ride. This stock is sensitiveto rumors and earnings surprises. However, we cannot deny that Tesla isevolving as a profitable electric car, solar power, and lithium ion batterycompany.

Consistent profitability is now expected from Tesla. Tesla still has more than $5.3 billion in cash and cash equivalents. Some of this money can be used to further improve the efficiency in manufacturing the Model 3. The commercial success of the Model 3 is a compelling reason to go long TSLA. My buy recommendation for Tesla is supported by its super bullish 1-year algorithmic market trend score. TSLA got a score of 463.46 from I Know First’s stock picking AI. This is more than 4x the bullish threshold score of 100.

How to interpret this diagram.

Past Success With Tesla Stock Prediction

I Know First has been bullish on Tesla stock price in past predictions. OnJune 16, 2019, the I Know First algorithm issued a bullish Tesla stock forecast. The algorithm successfully forecasted the movement of the Tesla’s shares and have risen by 52.68% until today. Moreover, in accordance with theAI based Algorithm forecast, shares of electric-car companyTesla jumped on last Friday (October 24). The stock had 2 large rallies on Thursday and Friday bringing it up nearly 29% in two days in line with the I Know First algorithm’s forecast. See chart below.

These bullish Tesla stock predictions were sent to the current I Know First subscribers on June 16, 2019.

Here atI Know First, our AI-based algorithm has modeled and predicted assets price movement worldwide for short-term and long-term time horizons, ranging from 3 days to a year.Since 2011, we have been providing daily stock market forecast, gold prediction, currencies predictions and, in particular, Apple stock forecast. Today, we are producing daily forecasts for over 10,500 assets. These forecasts generated by our quant trading tool are used by institutional clients, as well as private investors and traders to identify the best investment opportunities in the market.

To subscribe todayclick here.

Please note-for trading decisions use the most recent forecast.

Stock Forecast Based On a Predictive Algorithm (2024)

FAQs

Is there an algorithm to predict the stock market? ›

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.

What is the most accurate stock predictor? ›

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.

Which model to use for stock prediction? ›

Predicting stock price with Moving Average (MA) technique. MA is a popular method to smooth out random movements in the stock market. Similar to a sliding window, an MA is an average that moves along the time scale/periods; older data points get dropped as newer data points are added.

Can I use AI to predict stock market? ›

"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.

Can GPT 4 predict stock market? ›

Integration with GPT-4 API

This integration facilitates the model to analyze and predict stock prices and communicate these insights effectively to the users. The GPT-4 API, with its advanced natural language processing capabilities, can interpret complex financial data and present it in a user-friendly way.

Are stock market algorithms illegal? ›

Algorithmic trading itself is not illegal. However, certain practices associated with algorithmic trading, such as market manipulation, insider trading, and violating securities laws and regulations, are illegal and subject to regulatory scrutiny and enforcement actions.

Can anyone really predict the stock market? ›

The successful prediction of a stock's future price could yield significant profit. The efficient market hypothesis suggests that stock prices reflect all currently available information and any price changes that are not based on newly revealed information thus are inherently unpredictable.

What is the single greatest predictor of future stock market returns? ›

According to an indicator known as the “Single Greatest Predictor of Future Stock Market Returns,” equities over the next decade will merely keep pace with inflation. This indicator is based on the average investor allocation to equities.

How accurate is LSTM stock prediction? ›

This module predicts the average trend of the next three days from day t and achieves 66.32% accuracy. Although they have proved the effectiveness of sentiment analysis by improving prediction performance, they have not utilized the strength of the LSTM model by passing input data of succeeding days.

What is the AI algorithm for stock trading? ›

AI trading, also known as algorithmic trading, is a method of executing trades in financial markets using computer algorithms. These algorithms analyze vast amounts of data, such as historical price movements, market trends, and economic indicators, to identify patterns and make trading decisions.

How to forecast stocks with high accuracy? ›

Since multiple factors need to be considered in predicting stock prices, it can be challenging to accurately predict stock prices. This is where machine learning comes into play. Machine learning uses various mathematical techniques and data analysis tools to accurately predict stock prices.

How to use ChatGPT to predict stocks? ›

How to Predict Stock Price Using ChatGPT Code Interpreter?
  1. Understanding the ChatGPT Code Interpreter.
  2. Data Preparation and Exploration.
  3. Building predictive models.
  4. Evaluating Model Performance.
  5. Fine-tuning and Optimization.
  6. Complex Market Dynamics.
  7. Machine Learning Advancements.
  8. Risk Management.
Jan 29, 2024

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.

Why can't AI predict the stock market? ›

Unfortunately, though, this is a mere fantasy. There's a major flaw in algorithms built solely to predict future market moves: they don't. They only respect the technical aspects of an asset by taking into account past price movements, avoiding any consideration for future fundamentals.

Which branch of AI predicts the price of a stock? ›

But another model of stock price prediction is the use of deep learning artificial intelligence, or ANN. Artificial neural networks excel at modeling the non-linear dynamics of stock prices. They are more accurate than traditional methods.

What is the most accurate free stock prediction website? ›

Stock Analysis is the best website for free stock information for regular investors. You can think of it like Yahoo Finance, but better — it's faster, has more comprehensive and accurate data, with a more user-friendly interface.

Who gives the best stock advice for free? ›

1. Motley Fool Stock Advisor: Best stock picking newsletter overall. Stock Advisor is The Motley Fool's flagship product and one of the most popular investing newsletters in the world with more than 500,000 subscribers. These subscribers are after one thing: High-quality stock picks.

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