Group 1 - KLA (KLAC) shows stronger revenue growth and profitability compared to Lam Research (LRCX), suggesting it may be a better investment option [1] - KLAC's revenue growth over the last 12 months was 23.9%, while LRCX's was 23.7% [7] - KLAC's average revenue growth over the last 3 years was 10.4%, surpassing LRCX's 3.5% [7] Group 2 - KLAC outperforms LRCX in profitability, with a last twelve months margin of 41.2% and a three-year average of 38.8% [7] - KLAC provides process control, defect inspection, metrology, and data analysis solutions for semiconductor production, while LRCX focuses on semiconductor processing equipment [3]

Core Insights - The article emphasizes the importance of earnings acceleration in driving stock prices higher, indicating that stocks often experience an increase in earnings before their prices rise [1][3]. Earnings Acceleration Definition - Earnings acceleration refers to the incremental growth in a company's earnings per share (EPS), specifically when the quarter-over-quarter earnings growth rate increases over time [2]. Importance of Earnings Acceleration - Unlike earnings growth, which may already be reflected in stock prices, earnings acceleration can identify stocks that have not yet attracted investor attention, leading to potential price rallies [3]. Earnings Growth Trends - An increasing percentage of earnings growth suggests a fundamentally sound company, while a stable or decreasing percentage may indicate consolidation or a slowdown, potentially dragging prices down [4]. Screening Parameters - The article outlines specific screening parameters to identify stocks with earnings acceleration, including: - Last two quarter-over-quarter EPS growth rates exceeding previous periods [5]. - Projected EPS growth rates for the upcoming quarter expected to exceed prior periods [6][7]. Top Stocks Identified - The screening process narrowed down to four stocks, with three highlighted: - **Lam Research Corporation (LRCX)**: Expected earnings growth rate of 32.8% for the current year, Zacks Rank 2 (Buy) [8]. - **Unity Software Inc. (U)**: Anticipated earnings growth rate of 34.5% for the current year, Zacks Rank 1 (Strong Buy) [10]. - **Gulfport Energy Corporation (GPOR)**: Expected earnings growth rate of 85.3% for the current year, Zacks Rank 1 (Strong Buy) [11].

Core Insights - Consistent earnings growth is important for company profitability, but earnings acceleration is more effective in driving stock prices higher [1] - Companies like The Kroger Co. (KR), Lam Research Corporation (LRCX), and Limbach Holdings, Inc. (LMB) are currently showing strong earnings acceleration [1] Earnings Acceleration Definition - Earnings acceleration refers to the incremental growth in a company's earnings per share (EPS), specifically when quarter-over-quarter growth rates increase over time [2] Importance of Earnings Acceleration - Unlike earnings growth, which may already be priced into stocks, earnings acceleration can identify stocks that have not yet attracted investor attention, leading to potential price rallies [3] Earnings Growth Trends - An increasing percentage of earnings growth indicates a fundamentally sound company, while stagnant or decelerating growth can signal consolidation or potential price declines [4] Screening Parameters for Earnings Acceleration - The screening process involves identifying stocks where the last two quarter-over-quarter EPS growth rates exceed previous periods' growth rates, with projected growth rates for the upcoming quarter also expected to exceed prior periods [5][6][7] Top Stocks Identified - The screening narrowed down to five stocks, with the top three being: - **Kroger**: A food and drug retailer in the U.S. with an expected earnings growth rate of 6% for the current year [8] - **Lam Research**: A company that designs and manufactures semiconductor processing equipment, with an expected earnings growth rate of 32.8% for the current year [10] - **Limbach Holdings**: A building systems solution company with an expected earnings growth rate of 12% over the next five years [11]