Stock Forecast: Self-Learning AI Goes 10-for-10 on Mid Cap Picks, Returns up to +26.68% in 1 Month
On June 24, 2026, the I Know First self-learning algorithm issued a 30-day forecast for a package of 10 mid-cap stocks — companies with market capitalizations between $500 million and $50 billion. By July 24, 2026, every single position closed in the forecasted direction: a perfect 10 of 10. The broader market was essentially flat over the period — the S&P 500 returned just +0.63% — yet the package averaged +10.75%, a +10.12 percentage point outperformance. Dave Inc. (DAVE) led the package at +26.68%, and BellRing Brands (BRBR) — the position the algorithm ranked highest on both signal strength and predictability before the period began — returned +14.91%.
Read the original forecast: Top Mid Cap Stocks Based on a Self-Learning Algorithm.
Key Findings at a Glance
- A perfect 10 of 10 directional accuracy across the entire mid-cap package over the 30-day forecast window.
- Dave Inc. (DAVE) was the top performer, returning +26.68%.
- BellRing Brands (BRBR) carried the package’s highest signal (3.16) and highest predictability score (0.72) — both by a wide margin — and delivered +14.91%.
- The market was essentially flat over the same window — the S&P 500 returned just +0.63% — while the package averaged +10.75%, a +10.12 point outperformance.
How the Algorithm Builds the Mid Cap Package
I Know First’s self-learning algorithm scans the mid-cap universe daily, scoring each stock on two dimensions: signal, the direction and strength of the forecasted move, and predictability, a -1 to 1 measure of how consistently the algorithm’s historical signal for that specific asset has matched its subsequent price action. The 10 stocks with the strongest bullish signal-and-predictability combination for the 30-day horizon are selected into the long package. Because predictability is asset-specific and derived from each stock’s own signal history, it is possible for one position — as with BRBR in this package — to stand out clearly from the rest of the group before the forecast period even begins.
Full Package Returns — 30-Day Results
Period: June 24, 2026 – July 24, 2026
How to Read the I Know First Forecast
Each cell in the heatmap represents one stock. The number in the top half is the signal: a positive value indicates a bullish forecast, a negative value indicates a bearish forecast. The number in the bottom half is the predictability, expressed on a scale from -1 to 1, reflecting the historical consistency of the algorithm for that specific asset. The intensity of the cell color corresponds to signal strength — deeper green indicates a stronger bullish signal; deeper red indicates a stronger bearish signal. View the full heatmap and forecast on the original I Know First forecast page.
Stock-by-Stock Analysis
BellRing Brands (BRBR): +14.91% — Highest Signal, Highest Predictability
Dave Inc. (DAVE): +26.68% — Top Performer
Dave Inc. operates a mobile banking and fintech platform offering fee-free checking accounts and short-term cash advances. It carried the package’s second-highest signal (2.08) and posted the largest return of the 10 positions, more than 42 times the S&P 500’s return over the same 30-day window.
Fair Isaac Corporation (FICO): +12.55%
FICO provides analytics and decision-management software and is best known as the creator of the FICO credit score used throughout consumer lending. The algorithm’s 0.75 signal and 0.44 predictability reading translated into a +12.55% return over the period.
Brown & Brown, Inc. (BRO): +12.02%
Brown & Brown is an insurance brokerage providing property, casualty, and employee-benefits coverage. A 0.89 signal and 0.44 predictability reading preceded a +12.02% return.
SPS Commerce, Inc. (SPSC): +11.65%
SPS Commerce provides cloud-based supply chain and retail trading-partner integration software. Its 0.90 signal and 0.44 predictability score resolved into a +11.65% return.
Abercrombie & Fitch Co. (ANF): +11.39%
Abercrombie & Fitch operates the Abercrombie & Fitch and Hollister apparel brands. A 0.76 signal and 0.45 predictability reading was followed by a +11.39% return.
SkyWest, Inc. (SKYW): +10.43%
SkyWest is a regional airline holding company operating flights on behalf of major U.S. carriers. Its 0.73 signal and 0.46 predictability score preceded a +10.43% return.
MakeMyTrip Limited (MMYT): +5.71%
MakeMyTrip operates an online travel platform for flights, hotels, and holiday packages, primarily in India. A 0.94 signal and 0.43 predictability reading resolved into a +5.71% return.
GeneDx Holdings Corp. (WGS): +1.76%
GeneDx provides genomic testing and diagnostics, with a focus on rare disease and pediatric genomic sequencing. Its 0.71 signal and 0.48 predictability score translated into a modest +1.76% return, still enough to hold the correct direction.
PAR Technology Corporation (PAR): +0.39%
PAR Technology provides point-of-sale and restaurant management software. It carried the package’s lowest signal (1.00) and predictability (0.45) and, fittingly, produced the smallest — though still positive — return at +0.39%.
Signal Precision Analysis
A perfect 10-for-10 directional accuracy across an entire package is a relatively rare outcome and should be read as a single 30-day sample rather than a guaranteed hit rate. What is notable is the relationship between signal strength, predictability, and outcome within this package: BRBR carried the highest readings on both metrics and delivered a solidly positive return, while PAR carried the package’s lowest readings on both metrics and delivered the package’s smallest return. With the broader market essentially flat over the window — the S&P 500 returned just +0.63% — the package’s +10.75% average stands out as a +10.12 percentage point outperformance rather than a rising-tide effect.
Read the original forecast: Top Mid Cap Stocks Based on a Self-Learning Algorithm. For the prior mid-cap package covering June 22 – July 22, 2026, see Top Mid Cap Stocks Based on AI-Powered Algorithm, where BRBR also led the package, at +35.09%.
About I Know First Stock Predictions
I Know First delivers daily AI powered stock predictions for over 13,500 assets. The system uses machine learning, genetic algorithms, and chaos theory to identify directional patterns across global markets. Each forecast covers six time horizons: 3-day, 7-day, 14-day, 30-day, 90-day, and 12-month.
The Mid Cap Stocks Package provides daily signals for companies with market capitalizations between $500 million and $50 billion, enabling investors to track algorithmic stock predictions across all time horizons simultaneously.
Disclaimer: I Know First does not provide personal investment advice. All investing involves the risk of loss, including loss of principal. Past performance does not guarantee future results. This article is for informational purposes only and should not be construed as a recommendation to buy or sell any security.
