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5 Scary-Good Stocks With Strong October Catalysts and Breakout Potential

Authored by Thomas Hughes. Date Posted: 9/27/2026.

October is almost here, making it a great time to consider some scary-good buys. These stocks are scary good because of their tailwinds, growth potential and chart patterns, which suggest explosive upside that could be realized before year-end.

The catalysts for these moves, if they aren't already well underway, could emerge over the coming weeks as the underlying companies report earnings.

Advanced Micro Devices Breaks Out

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Advanced Micro Devices' (NASDAQ: AMD) story is unchanged: MI450 is rolling out, demand is expected to be strong because of the Helios architecture, and forward consensus estimates fail to reflect the potential. The narrative, however, is advancing, with the stock price moving to fresh highs and signaling that the trend could continue. In this case, there is a fundamental driver, but this is primarily a technical play because the market is already moving. The critical takeaway is the upside potential: Advanced Micro Devices' breakout suggests the summer consolidation may be the halfway point—or lower—in a much larger move.

The base-case forecast is a move matching the March-to-June rally, or about $368, projected from either the low or high end of the consolidation range. This would put AMD shares in the $828 to $925 range within a few months of the breakout, well above most analysts' targets. The bull case, however, appears to be the more likely scenario: AMD shares could advance by the percentage gain recorded from March to June, which was approximately 195%. In this scenario, AMD’s share price could reach $1,350 or higher, just above AMD’s highest analyst target, set by analysts at Robert W. Baird over the summer.

Credo Technologies Is Rebounding

Credo Technology's (NASDAQ: CRDO) summer price pullback was deeper than expected but not a deal-breaker for bulls. The late-September narrative is that the floor has been found and a rebound is underway. Active signals include a growing, increasingly large and stronger market, as shown by rising volume and MACD convergence. CRDO shares could retest their current highs or potentially reach new highs soon.

While Credo faces its share of hurdles, it is established as AI-critical today, with a pipeline of AI-critical photonics and optical technologies for tomorrow. Analyst sentiment trends reflect the summer correction, including some price-target reductions, but remain otherwise bullish on the stock. Consensus is stabilizing around the $260-$270 region, aligning with existing highs and implying potential upside of more than 30%. The next quarterly results could outperform, extending the positive trends in the business, sentiment and stock price.

Bloom Energy Pops a Can of AI Energy Strength

Bloom Energy (NYSE: BE) is a name investors should not ignore.

The once-struggling fuel-cell manufacturer is now AI-critical, helping bypass energy-infrastructure bottlenecks. Its story is that hyperscalers across the industry have validated its technology and scalability, while orders are beginning to roll in.

Upcoming results will likely show strength, beat estimates and lead to higher forecasts. The key detail is that Bloom Energy's fuel cells are available today, produce power today and enable AI today—not years down the road, like most other solutions.

Target Aims at Full Price Recovery

Target (NYSE: TGT) isn’t the pariah it was a few years ago, having turned the corner from past missteps toward a new era of growth. The company benefits from resilient consumer habits, a holiday-season tailwind that should accelerate sales and reclaimed market share. Target is regaining lost consumers, proving its brand power and potentially leading the industry in growth through year-end.

As it stands, analysts forecast only modest, mid-single-digit growth in the second half, but they also expect improved margins and greater earnings power. Outperformance, particularly on the bottom line, would help accelerate the stock’s revaluation, which has substantial room to run. Trading at 16 to 17 times the current-year outlook, TGT has the potential to double in price over the near to medium term and continue rising over the next few years.

LightPath Technologies Turns a Corner, Provides Strategic Advantages

LightPath Technologies (NASDAQ: LPTH) is a speculation on domestic supply chains, defense and the strategic advantages of its technology. The company makes high-performance optical lenses and components for infrared and precision applications, and is now focusing on drones and defense. Key details include the divestiture of its China-based manufacturing operations, an intensified focus on domestic manufacturing and the specialized nature of its products.

Many LightPath products use proprietary glass that enables lighter products made from non-Chinese materials. This makes them well-suited to aerospace and drone applications while strengthening compliance with the National Defense Authorization Act. The stock price is also near the bottom of a range, setting up a rebound that could add 50% before reaching the first major resistance target.

Advanced Micro Devices Is Spending $8.2 Billion to Learn What AI Needs Next

By Nathan Reiff. First Published: 10/1/2026.

For years, Advanced Micro Devices Inc. (NASDAQ: AMD) has operated in the shadow of larger rival NVIDIA Corp. (NASDAQ: NVDA), despite being valued at roughly $1 trillion. The smaller firm has aimed to build increasingly powerful AI chips in an effort to catch up to one of its biggest competitors. Now, however, it appears to be significantly expanding that strategy with a bet worth more than $8 billion.

AMD's planned acquisition of World Labs, the AI startup launched by renowned computer scientist Fei-Fei Li, involves an all-stock transaction valued at approximately $8.2 billion, making it AMD's second-largest acquisition on record. The deal, which is expected to close by the end of the year if all goes according to plan, could have far-reaching implications for how the company approaches hardware, software and broader computing demands. What's less clear, however, is whether the move will help the company sell more chips, at least in the short term.

The Hardware Strategy Behind the AI Acquisition

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The easy read for investors is that AMD is joining the AI model race. However, the company says its goal is to understand how AI workloads are evolving and use that information to shape its chipmaking roadmap. In other words, AMD is buying a model lab to help it build better AI hardware.

Hardware in the AI space can no longer win solely on raw performance, and AMD may continue to challenge NVIDIA's significant advantage built around its GPUs and Compute Unified Device Architecture (CUDA) software platform.

AMD is not positioning the World Labs deal as an attempt to compete head-to-head with OpenAI or Anthropic. Instead, it says the lab's research will provide insights that can help AMD design better hardware, software and systems for emerging AI workloads. NVIDIA still has a major software lead, but integrating World Labs could help AMD compete on its own terms.

AMD's Relationship With World Labs Is Already Deep

World Labs has spent more than a year training and running models on AMD GPUs, and AMD invested in the company in February 2026. Li will remain closely involved in operations, joining AMD as executive vice president and chief scientist and reporting directly to AMD CEO Lisa Su. In other words, the acquisition is an outgrowth of an existing partnership rather than a brand-new strategic pivot.

While this collaboration could help reduce integration risk, it still leaves investors with concerns about dilution. AMD is paying for the acquisition in stock, so existing shareholders will face dilution. However, because of the deal's structure—the final share count will be calculated based on the volume-weighted average price of AMD shares over the trading days immediately preceding the closing of the deal—it's unclear exactly how significantly the transaction will affect investors. On the plus side, a stock purchase will help AMD preserve its balance sheet and cash position, although existing shareholders will own a slightly smaller percentage of the company after the new shares are issued.

Will AMD’s Customers Welcome the Move?

Another unknown is how AMD's current customers—and particularly those building their own AI models—will react to the news. Many of the firm's clients are developing proprietary AI models, and some may view the acquisition as a step too close, with AMD becoming a potential research competitor.

Still, AMD has emphasized that World Labs will help strengthen an open AI ecosystem, while World Labs says the combined organization intends to develop widely accessible open models. Of course, this depends on AMD maintaining that stance going forward, as well as on its customers remaining comfortable with the company's deeper move into model research.

The timeline for the World Labs acquisition to lead to improved chips that may be more appealing to AMD customers is unclear, but the benefits are likely to be well into the future. The deal must close and the integration must be completed before AMD can gather and process data, determine how to adapt its chips and then build them. Many steps stand between the acquisition announcement and material changes to AMD's products, but the potential for marketable improvements appears significant. Otherwise, shareholders may view the deal primarily through the lens of its dilutive impact, particularly given that AMD shares are currently trading slightly above price targets.