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Leverage 101: The Truth About Volatility Drag and Long-Term Leveraged ETF Strategies

Filed under: Macro Analysis | Dividends & ETFs   Why This Topic Matters Now Leverage is a double-edged sword, and there is no debate: leverage is inherently risky. By design, it is a tool that amplifies risk to seek higher returns. If gains can be doubled or tripled, losses can be magnified at the exact same rate. What many investors underestimate, however, is the daily reset effect . This is where leveraged products become significantly more complex than they appear on the surface. How the Market Mechanism Works: The Daily Reset Most leveraged ETFs are engineered to target a multiple of the daily return of an underlying index. If the underlying asset rises +1% in a single day, a 2x leveraged product rises +2%. If the underlying falls -1%, the 2x product falls -2%. This structure seems straightforward until you account for "whipsaw" price action. Consider this simple but deadly example: An underlying stock starts at $100. Day 1: It drops -10% → $90. Day 2: It r...

Post-Earnings Rallies: How to Identify Sustainable Winners

Filed under: Investment Strategy | Tech & AI

 

A futuristic financial data visualization showing a strong upward growth trend in a digital landscape.

The New Earnings Frontier Built by Technology

In 2026, the stock market isn’t moving the way it used to. While the "Magnificent Seven" style mega-cap tech leaders have cooled off, a new wave of technology-driven winners is taking the spotlight.

At the same time, many stocks that used to rise purely on expectations have stopped climbing. Now, the market is rewarding companies where technology is clearly translating into real financial results. In other words, the true leaders are the ones turning innovation into hard numbers.

Behind those numbers, there is usually a distinct technological engine:

  • The expansion of AI infrastructure: AI used to be mostly hype, and the early winners were chip suppliers riding NVIDIA’s wave. But once hyperscalers began deploying serious capital, the money started flowing into power, cooling, and infrastructure companies, and their earnings began to reflect it.

  • Commercialization of autonomy and robotics: Autonomous driving led by Tesla, and robotics efforts from companies like Hyundai, are moving from "concept" toward "deployment." As that happens, real budgets and real revenue follow.

  • Rising demand for on-device AI: High-performance AI is being embedded into phones and PCs. AI is no longer confined to data centers; it is entering the hands of consumers, and the market is widening.

Case Studies: When Blockbuster Earnings Fueled the Rally

NVIDIA: When Earnings Become the Narrative NVIDIA is the signature AI era beneficiary. Its earnings reports in 2023 and 2024 didn’t just beat expectations; they rewrote what the market considered possible.

Revenue growth (especially quarter-over-quarter) began to decelerate after the second quarter of 2024, but the growth didn't stop. On that foundation, NVIDIA’s stock kept climbing through 2023, 2024, and 2025, ultimately reaching the top of the global market-cap leaderboard.

The bullish momentum hasn’t broken. The stock has repeatedly "stepped up" on strong results, suggesting the market still hasn’t fully exhausted its appetite for the story.


Netflix: From Stagnation to Reclaiming Winner Status Netflix’s stock hit a wall around 2022. Revenue wasn’t collapsing, but growth slowed, subscriber counts fell for the first time in 11 years, competition intensified, and the pandemic tailwind faded. The market started treating Netflix like a mature business entering stagnation.

Then Netflix flipped the script by introducing an ad-supported tier, cracking down on password sharing, and delivering repeated hit content cycles.

The stock not only recovered its 2022 drawdown within two years but pushed beyond prior levels and began trading well above $100 again. Netflix rebuilt its fundamentals and reclaimed its status as a market leader.

Tesla: The Moment Profits Became Real For years, skeptics predicted Tesla would fail. Until 2019, it had lived in a long stretch of losses. The reversal started in 2019 when the Model 3 scale-up helped Tesla post its first meaningful quarterly profit. After that, profitability persisted.

Then 2020 happened, and Tesla surged roughly 700%.

Tesla wasn’t immune to volatility. In 2022, the stock fell around 65% amid a brutal tech selloff, softer China demand, and internal noise. However, Tesla later stabilized market share through price cuts and reignited expectations via new pillars: robotics, energy, and autonomy.


For a broader framework, see our 20% annual return strategy.


The Risks: When "Great Earnings" Led to a Collapse

Zoom: A Historic Surge Without Structural Growth Zoom was the pandemic’s crown jewel. Revenue exploded and the stock skyrocketed from around $70 to nearly $600 within a year.

But the peak was short because the growth wasn’t structural; demand was pulled forward by several years. Zoom didn’t stop growing afterward—revenue continued rising—but it never returned to that explosive trajectory. Investors walked away, and the stock has since hovered around the $80 range.

Moderna: Fading Demand and Heavy R&D Burdens Moderna peaked in 2021 due to massive COVID-19 vaccine demand. But that demand faded faster than expected as the world moved from pandemic to endemic. Its next commercial product (RSV vaccine) also ramped slower than hoped.

Meanwhile, multi-billion-dollar R&D spend to build out the mRNA pipeline remained a heavy burden. By 2025, revenue had dropped to about $1.9B, down from approximately $19B in 2022, and the company remained unprofitable after turning loss-making in 2023.


Intel: A Giant Left Behind by Execution Intel once dominated CPUs. COVID-era demand pushed its 2021 revenue to a peak around $29B per quarter. But while Intel struggled with process transitions, AMD captured share and NVIDIA took control of AI compute.

Add in massive foundry capex, dividend suspension, layoffs, and shrinking profits, and Intel’s position weakened sharply. The view that its recent rebound relied heavily on strategic government support became widespread.

A Checklist for "Mid-Cycle Entry" After Strong Earnings

To determine if a stock is a buy after a post-earnings spike, consider these six factors:

  1. Prioritize guidance over headline numbers: The reported quarter is history and largely priced in. The real driver is what the company forecasts for the next quarter and year, specifically regarding revenue growth, margin outlook, and cash flow direction.

  2. Evaluate the quality of earnings: Higher revenue alone isn’t enough. You want to see improving margins, strengthening cash flow, and healthy inventory levels driven by repeatable demand.

  3. Confirm the industry tailwind: A company executing well helps, but stocks move best when the industry itself is expanding. Ask if the "wave" is still building or if it has already broken.

  4. Measure priced-in optimism: Sometimes a company posts great earnings and the stock still falls because expectations were even higher. Mid-cycle buying is about whether there is still room for the market to upgrade its valuation.

  5. Watch the follow-through: The strongest stocks don’t just pop on earnings. They hold gains the next day, stay resilient on pullbacks, and attract continued institutional buying.

  6. Explain the structural change: You must be able to identify what this report changed about the company’s future. Look for a stronger competitive position, an expanding customer base, or a proven product advantage.



Bottom Line: Are You Buying the Future or the Past?

Stocks that rise on strong earnings feel safe because they appear to be backed by "clean growth." That is why many investors chase them. However, even great earnings can become a trap if they represent a final "burn out" rather than a repeatable trend.

The difference comes down to the durability of the industry tailwind, valuation pressure, and earnings quality. The key question isn't "Am I late?" but rather: Are these numbers writing the future, or decorating the past?

(As always, this is not investment advice. Investing decisions are personal.)

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