Stock Forecasting Based on Pattern Recognition: Returns up to 185.59% in 1 Year
Stock Forecasting
Stock Forecasting: This algorithmic forecast is for stocks with recently reported insiders’ transactions. An “insider” is any person who possesses at least one of the following:
- access to valuable non-public information about a corporation (for example a company’s directors and high-level executives)
- ownership of more than 10% of the company’s equity

Package Name: Insider Trades
Recommended Positions: Long
Forecast Length: 1 Year (6/16/25 – 6/16/26)
I Know First Average: 48.05%


During the 1 Year forecasted period several picks in the Insider Trades Package saw significant returns. The algorithm has correctly predicted 6 out of 10 returns. The top-performing prediction in this forecast was MTSI, which registered a return of 185.59%. IESC and LINC followed with returns of 165.69% and 104.41% for the 1 Year period. The package’s overall average return was 48.05%, providing investors with a 22.38% premium over the S&P 500’s return of 25.67% during the same period.
Algorithmic traders utilize these daily forecasts by the I Know First market prediction system as a tool to enhance portfolio performance, verify their own analysis and act on market opportunities faster. This forecast was sent to current I Know First subscribers.
How to interpret this diagram
Algorithmic Stock Forecast: The table on the left is a stock forecast produced by I Know First’s algorithm. Each day, subscribers receive forecasts for six different time horizons. Note that the top 10 stocks in the 1-month forecast may be different than those in the 1-year forecast. In the included table, only the relevant stocks have been included. The boxes are arranged according to their respective signal and predictability values (see below for detailed definitions). A green box represents a positive forecast, suggesting a long position, while a red represents a negative forecast, suggesting a short position.
Please note-for trading decisions use the most recent forecast. Get today’s forecast and Top stock picks.










