Algorithmic Trading Market: Booming Evolution and Bright Future

July 4, 2021

motek 1This algorithmic article was written by Yutong Li – Analyst at I Know First, Master's candidate at Brandeis University.

Highlights:

  • The global algorithmic trading market has risen tremendously these years, and algorithmic trading has dominated more than 80% of the stock market nowadays
  • Benefits of algorithmic trading today include the elevated speed of execution, reduction in transaction time, lower risk of errors, free of human bias, etc.
  • The total algorithmic trading market is projected to touch $18.8 billion by 2024

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Algorithmic Articles

Apple Stock Forecast: Substantial Earnings & Growth Amid The COVID-19

January 26, 2021

Apple Stock Predictions Executive Summary

In this forecast evaluation report, we examine the performance of the Apple stock forecast generated by the I Know First AI Algorithm for the AAPL stock with time horizons ranging from 3 days to 1 year, which were delivered daily to our clients. Our analysis covers the time period from 1st October 2019 to 1st January 2021. Below, we present our key takeaways for checking hit ratios of our AAPL predictions in the stock market.

Highlights:

  • 100% Hit Ratio for the 1-year time period for AAPL stock forecast allowing our clients to be able to invest their money with significantly less risk
  • Predictions consistently hit above 57% accuracy despite volatile market conditions

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Algorithmic Performance

PEIX Stock Forecast – A Thriving 2020 Pacific Ethanol Amid COVID-19

December 6, 2020

The PEIX stock forecast article was written by Habiba Mohamed, Analyst at I Know First.

Summary:

  • Gross profit increased to $31.2 million compared to $4.0 million in 2019, which will continue to grow
  • The continuation of the world pandemic promotes PEIX stock forecast even more due to the nature of its production
  • An $0.27 per-share net profit compared to $0.17 loss in 2019, which will maintain its success especially with the second COVID-19 wave approaching
  • I believe that target profit will be $28.1 by the end of the year

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Apple Stock Forecast: AI-Powered Algorithm Maintains High Accuracy

September 29, 2020

Executive Summary:

This evaluation report will present a demonstration of the performance of the Apple stock forecast generated by the I know First AI Algorithm for the AAPL stock with time ranging from 3 days to 1 year, which were delivered on a daily basis to our clients. The following analysis will be covering the time period from June 1, 2019 through Sep 13, 2020. Here is a comprehensive display of the hit ratios of our AAPL predictions in the stock market.

Highlights:

  • 100% Hit ratio for the one-year time period gives our clients the confidence to invest with less risk
  • Predictions are always above 62% precision regardless of market volatility
  • In accordance with our Al predictions, the stock price increased by 155.90% over the studied time interval

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Algorithmic Performance

Tesla Stock Predictions: 100% AI Algorithm Accuracy Amid COVID-19

September 15, 2020

Tesla Stock Predictions Executive Summary

In this forecast evaluation report, we examine the performance of the Tesla stock forecast generated by the I Know First AI Algorithm for the TSLA stock with time horizons ranging from 3 days to 1 year, which were delivered daily to our clients. Our analysis covers the time period from June 1, 2019 to September 13, 2020. Below, we present our key takeaways for checking hit ratios of our TSLA predictions in the stock market.

Highlights:

  • 100% hit ratio of the 1-year horizon forecasts for Tesla allow our clients to invest their money with significantly less risk
  • Predictions consistently hit above 60% accuracy despite volatile market conditions
  • These results show continuous performance improvement by I Know First AI predictive algorithm amid COVID-19 crisis

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Algorithmic Performance

Top S&P 500 Stocks Performance Report By Day Of The Week By I Know First Evaluation

April 22, 2020

Executive Summary

Is there a best day to start trading with I Know First AI signals? The purpose of this report is answer this question presenting the results of our live forecast performance evaluation for I Know First AI Algorithm, specifically for S&P 500 Stocks. The following results were observed when signal and predictability filters were applied, picking the top 5 signals out of the 30 most predictable ones. Also, the results were filtered by the day of the week the forecasts were generated and compared with the S&P 500. The period under evaluation is from January 1st, 2019 to April 1st, 2020. The corresponding returns distribution for S&P 500 stocks by day of the week are shown below:

Top S&P 500
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Top S&P 500
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Top S&P 500
Figure 3
Top S&P 500
Figure 4
Top S&P 500
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S&P 500 Stocks Package Highlights:

  • No matter the day and the time horizon, the average return of the I Know First Algorithm is always positive.
  • There is a clear increasing trend for returns improvement with the time horizon.
  • Monday and Wednesday had higher returns on the short-term horizons on average.
  • The algorithm results consistently outperform the S&P 500 in every condition.

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Algorithmic Performance

Nvidia Stock Predictions: I Know First Stock Forecasts Evaluation Report

April 1, 2020

Nvidia Stock Predictions Executive Summary

In this forecast evaluation report, we examine the performance of the Nvidia stock predictions generated by the I Know First AI Algorithm for the NVDA with time horizons ranging from 3 days to 1 year, which were delivered daily to our clients. Our analysis covers the time period from 29 January 2019 to 27 March 2020. Below, we present our key takeaways for checking hit ratios of our Nvidia stock predictions in the stock market.

Highlights:

  • 100% Hit Ratio for a 1-year time period for Nvidia stock forecast allowing our clients to be able to invest their money with significantly less risk
  • Predictions consistently hit above 58% accuracy despite volatile market conditions

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Algorithmic Performance

Apple Stock Forecast: I Know First Stock Forecasts Evaluation Report

March 29, 2020

Apple Stock Predictions Executive Summary

In this forecast evaluation report, we examine the performance of the Apple stock forecast generated by the I Know First AI Algorithm for the AAPL stock with time horizons ranging from 3 days to 1 year, which were delivered daily to our clients. Our analysis covers the time period from 23 January 2019 to 23 March 2020. Below, we present our key takeaways for checking hit ratios of our AAPL predictions in the stock market.

Highlights:

  • 100% Hit Ratio for a 1-year time period for Apple Inc stock forecast allowing our clients to be able to invest their money with significantly less risk
  • Predictions consistently hit above 65% accuracy despite volatile market conditions

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Algorithmic Performance
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