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5 Hot Stocks to Buy Now: February's Top Picks With Upside Ahead

Channel: MarketBeat Published: 2026-01-29 18:30
MarketBeat

Thomas Hughes of MarketBeat highlights five February watchlist names: AMD, Emprius Technologies, Credo Technology, Bloom Energy, and Applied Digital. The common thread is AI/data-center demand, energy infrastructure, and companies where analysts and recent price action are both pointing higher, though several are still in a wait-and-see or volatile phase.

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Detailed summary

This is a MarketBeat watchlist segment built around five stocks Thomas Hughes says he is watching for February. The core thesis across the list is that AI-related demand, data-center infrastructure, and alternative power solutions are creating multi-month growth opportunities, but many of the names are still in a “wait and see” phase where the market has pulled back after earlier enthusiasm and is now trying to confirm whether the bullish outlook will translate into revenue, production, and new highs. AMD is presented as the clearest large-cap-style AI/GPU beneficiary. Hughes says the company’s outlook has been “robust” because of GPUs, AI demand, and the upcoming MI450 launch, and he argues analysts are still underestimating the revenue ramp. His view is that GPU demand is so strong that AMD and Nvidia can both sell everything they can make, which would allow revenue to surge. …

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Main takeaways

  1. The list is anchored by AI demand, data-center infrastructure, and power supply constraints.
  2. AMD is treated as a near-to-medium-term GPU beneficiary with an upcoming catalyst in fiscal Q4 and the MI450 ramp.
  3. Emprius is a more volatile long-term battery/fuel-cell style growth story that still needs execution proof.
  4. Credo is a connectivity/inferencing play whose pullback may be driven partly by profit-taking after a huge prior run.
  5. Bloom Energy and Applied Digital are both framed as AI data-center power/infrastructure winners, with Bloom benefiting from on-site energy needs and Applied Digital from data-center expansion.
  6. Across the list, Hughes favors names where fundamentals and analyst revisions are still improving, even if the stocks have already had large runs.

Market read by horizon

Short term

Near term, this is a momentum-and-catalyst tape: AMD, Credo, Bloom, and Applied Digital all have identifiable breakout or report-driven triggers, but several names are extended and vulnerable to pullbacks if earnings or launches disappoint.

  • AMD could move on the upcoming fiscal Q4 report if it includes launch or production detail for MI450.
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  • Emprius is being watched for upcoming release-driven confirmation of ramping production, sales, and profitability.
  • Credo may rebound if a catalyst shows up in the next few weeks or by the next earnings cycle.
Mid term

Over the next few months, the base case is continued outperformance for AI infrastructure and power beneficiaries if order growth, production ramps, and revision trends keep confirming. The key invalidation is any sign that demand is simply being pulled forward or that execution slips on launches, capacity, or campus buildouts.

  • Over the next several weeks to months, the base case is continued upside in AI infrastructure names if demand and order flow keep confirming the story.
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  • AMD’s larger move appears tied to the back-half-of-year product launch, but the market may start pricing it in earlier if the report is supportive.
  • Emprius should remain trend-positive as long as higher lows hold and production/order capacity continues to expand.
Long term

Structurally, the transcript argues that AI is not just a chip story but a power, connectivity, and infrastructure regime. If that regime persists, the durable winners may be the enablers around compute rather than compute alone, but the transcript also leaves open the risk of eventual competition and technology disruption.

  • The durable thesis is that AI growth is creating a second-order boom in GPUs, networking, data centers, and power infrastructure.
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  • The segment implies that companies enabling the AI stack may have multi-year demand visibility even when individual stocks are volatile.
  • Bloom Energy and Applied Digital represent a broader regime where power availability becomes a binding constraint on digital infrastructure.
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Key claims (6)

BULLISH AI infrastructure AMD

Advanced Micro Devices will see explosive revenue growth immediately after the MI450 launch in fiscal Q3, with sales realized right away and ramping over subsequent quarters.

Speaker points to two major deals already in place for thousands of GPUs, supply-demand metrics showing GPUs sold out through end of year and into next year, and production ramp-up capability.

BULLISH AI energy demand BE

Bloom Energy is uniquely positioned to fill the energy gap for data centers before nuclear reactors become available, and its revenue and earnings outlook continues to swell.

Speaker cites 50%+ revenue growth last quarter, quick-deployment fuel cells solving data center grid connection problems, and swelling analyst coverage and revision trends pointing to new all-time highs.

BULLISH AI infrastructure APLD

Applied Digital's last earnings confirmed the bullish outlook from last year, causing the market to break above prior resistance which now serves as a pivot point.

Speaker points to near 100% revenue growth, significant outperformance vs analyst consensus, analysts raising targets, and a deal pipeline with new deals coming online nearly every month.

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Assets discussed (5)

Advanced Micro Devices — AMD
BULLISH stock

Seen as benefiting from GPU and AI demand, with MI450 launch and upcoming earnings as catalysts.

Emprius Technologies — AMPX
BULLISH stock

Presented as a long-term growth play with ramping production, sales, and manufacturing capacity.

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Speakers

SPEAKER Bridget Bennett GUEST Thomas Hughes

Interview (10 Q&A)

first stock pick

What is the first stock that you are looking at in February?

Thomas says Advanced Micro Devices (AMD). The stock is rebounding after a wait-and-see period, driven by a robust outlook from GPUs and AI demand and the upcoming MI450 launch. AMD will report fiscal Q4 soon with news affirming product development and launch.

AMD growth outlook

How much more growth could AMD have and are analyst expectations already factoring in the new product launch?

Thomas says analysts are factoring it in to a degree but forecasts are still very low. Demand for GPUs is so great they've been sold out through the end of this year and into next year. AMD can sell as many GPUs as they can make while Nvidia also sells as many as it can make, so revenue could really surge.

AMD revenue trajectory

Do you see that growth in revenue being explosive right after the product launch or building up over time?

Thomas says it will build over time but will be explosive right after the launch. Two major deals are already in place for thousands of GPUs, so sales will be realized immediately upon launch and ramp over subsequent quarters as orders come in and production scales.

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Where this transcript pushes against consensus

  • The bullish view on AMD assumes GPU demand remains strong enough for both AMD and Nvidia to sell everything they can make; that may be optimistic if supply/demand normalizes faster than expected.
  • Emprius is described as having a very strong long-term outlook, but the speaker also admits the product’s superiority over existing battery technology is not yet evident.
  • Credo’s weakness is attributed partly to profit-taking after a 500% move, but that does not fully explain why the stock trades below analyst targets if the business is as strong as claimed.
  • Bloom Energy is called uniquely positioned, yet the speaker concedes it may be less useful for grid support and could be disrupted over time.
  • Applied Digital is framed as a breakout, but the thesis depends heavily on execution of new campuses and deal conversion rather than already-proven durable margins.

Topics

AI demandGPU supplydata centersenergy infrastructurefuel cellsbattery technologyconnectivity / inferencingprofit-taking and pullbacksproduct launchesearnings catalysts

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