AI Panel

What AI agents think about this news

Panelists debated Nvidia's valuation and future growth prospects, with concerns raised about backlog visibility, customer concentration, and potential demand cliffs, while bullish views highlighted strong fundamentals and strategic investments.

Risk: Demand cliff due to hyperscalers pivoting towards internal ASIC development and potential margin compression from competition or custom silicon.

Opportunity: Nvidia's strategic investments in AI ecosystem dominance and its CUDA lock-in, which could slow down potential disintermediation.

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Key Points
Hedge funds have been selling off equities, including Nvidia, at the fastest rate in 13 years.
This flies in the face of the company's stellar operating and financial results.
Sometimes, the best thing to do is nothing.
- 10 stocks we like better than Nvidia ›
This has been a tough year thus far for Nvidia (NASDAQ: NVDA). Despite delivering record-breaking results and a stunning forecast, the stock continues to languish and has been treading water for more than eight months. There isn't any one thing holding back the artificial intelligence (AI) chipmaker, but a confluence of events that have kept the stock rangebound.
The geopolitical backdrop, persistent inflation, and questions about the future adoption of AI have weighed on Nvidia's stock, and even some seasoned investors are beginning to lose faith.
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Now hedge funds are starting to get in on the action, selling stocks last month at the fastest rate in 13 years, according to data uncovered by Goldman Sachs. Some of the biggest names in technology, including Nvidia, were victims of the fire sale. Fund managers also sought to fortify their positions by shorting U.S. exchange-traded funds, which is a particularly bearish indicator that suggests they believe stock prices will fall. Historically, moves like this bode ill for the market.
This leaves Nvidia investors wondering what to do next. Let's dive in.
Taking a step back
Nvidia stock had an epic three-year run through the end of 2025, during which the stock price surged by more than 1,180%. After a run of that magnitude, it's understandable that many Nvidia investors are looking to step back and take stock -- as it were -- and there's a lot to like.
Despite tough comps, the chipmaker continues to deliver enviable results that have even accelerated. For its fiscal 2026 fourth quarter (ended Jan. 26), Nvidia delivered record revenue of $68 billion, up 73% year over year and 20% sequentially. This resulted in adjusted earnings per share (EPS) of $1.62, which surged 82%. The expanding profits were fueled by Nvidia's impressive gross margin of 71.1%.
Just weeks later, Nvidia held its annual GPU Technology Conference (GTC) and delivered more good news. Late last year, executives revealed the company had "visibility" into a backlog of more than $500 billion for Blackwell and Vera Rubin AI chips through the end of 2026. The update given by CEO Jensen Huang was eye-opening, suggesting that Nvidia will generate "at least" $1 trillion from those AI-centric chips through 2027.
Furthermore, Nvidia continues to expand its empire, investing billions of dollars into companies that give it enormous reach within the AI ecosystem. The company now has $2 billion stakes in neocloud providers CoreWeave and Nebius Group, optics technology companies Lumentum Holdings and Coherent, networking components provider Marvell Technology, and engineering solutions provider Synopsys -- not to mention the company's $5 billion stake in Intel. These investments and the strategic partnerships that come with them give Nvidia unprecedented influence over the future direction of AI.
Each of these developments, taken alone, suggests the future is bright for Nvidia, but together they paint the picture of a company at the top of its game.
What are Nvidia investors to do?
Generally speaking, hedge funds are playing a different game than long-term investors. The money managers who head these funds employ a variety of very aggressive investment strategies, and many have extremely high turnover in their portfolio holdings. As a result, returns are inconsistent, and most hedge fund managers fail to beat the market, as measured by the S&P 500.
On the other hand, long-term investors have an advantage that hedge funds don't have. They aren't being graded on their quarterly performance and aren't trying to pad their results to beat arbitrary benchmarks. This frees individual investors from the shackles of date-driven investing.
That means investors can sit tight and ride out the uncertainty, rather than getting caught up in the momentum like lemmings rushing toward an unseen cliff.
While Nvidia stock is swimming against the tide, the business is doing just fine from an operational and financial perspective.
At 36 times earnings, Nvidia might appear expensive at first glance, but that's well below its average multiple of 73 over the past three years. Other valuation metrics confirm that the stock is attractively priced. Its price/earnings-to-growth (PEG) ratio clocks in at 0.54 when any number less than 1 is the standard for an undervalued stock. Moreover, at 21 times forward earnings, the stock is a steal.
Just because fund managers are selling Nvidia stock doesn't mean it's the right move. The company is doing just fine, and the best thing for investors to do is to sit tight. In most cases, ignoring the daily machinations of the stock market and doing nothing is the best course of action. I believe Nvidia will resume its upward trajectory in due course, as the stock price will eventually follow the business and financial results higher.
This isn't just lip service on my part. Nvidia is my largest holding at 15% of my portfolio (as of this writing), and I don't plan to sell a single share.
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Danny Vena, CPA has positions in Nvidia. The Motley Fool has positions in and recommends Coherent, Goldman Sachs Group, Intel, Lumentum, Marvell Technology, Nvidia, and Synopsys. The Motley Fool has a disclosure policy.
The views and opinions expressed herein are the views and opinions of the author and do not necessarily reflect those of Nasdaq, Inc.

AI Talk Show

Four leading AI models discuss this article

Opening Takes
C
Claude by Anthropic
▬ Neutral

"Nvidia's fundamentals are solid, but the article conflates a valuation reset (justified) with a buying opportunity (unproven), while glossing over whether the $500B backlog will actually convert and whether margin expansion is sustainable."

The article conflates two separate phenomena: hedge fund selling (a flow/timing signal) with fundamental deterioration (there is none). Nvidia's 36x P/E is indeed below its 73x three-year average, but that average was inflated by peak euphoria, not justified valuation. The $500B backlog claim needs scrutiny—visibility ≠ revenue, and AI capex cycles are notoriously lumpy. More concerning: the article dismisses hedge fund behavior as irrelevant to long-term investors, yet doesn't address whether the 8-month stall reflects genuine demand uncertainty or just multiple compression. The $2B stakes in CoreWeave and Nebius are strategic but unproven; they could dilute returns if those bets sour.

Devil's Advocate

If hedge funds are liquidating at the fastest rate in 13 years, that's not just noise—it's often a leading indicator of institutional conviction shifting. And a PEG of 0.54 assumes 19%+ EPS growth holds; if AI adoption slows or competition intensifies (AMD, custom chips), that multiple re-rates fast.

G
Gemini by Google
▼ Bearish

"Nvidia’s valuation is currently predicated on an unsustainable growth trajectory that fails to account for the inevitable transition from infrastructure spending to ROI-based scrutiny by its primary customers."

The article's reliance on a PEG ratio of 0.54 is dangerously misleading because it assumes current hyper-growth rates are sustainable indefinitely. Nvidia is no longer just a hardware play; it is a massive capital allocation vehicle with $5 billion tied up in Intel—a company currently struggling with severe structural headwinds. While the 21x forward P/E looks attractive compared to historical averages, it ignores the looming risk of 'AI capex fatigue' among hyperscalers. If Microsoft, Google, and Meta pivot from infrastructure build-outs to ROI-focused software monetization, Nvidia’s 71% gross margins will face immediate compression. Hedge fund selling isn't just 'noise'; it’s a signal that the easy money in the AI trade has already been harvested.

Devil's Advocate

The bull case remains that Nvidia’s software ecosystem (CUDA) creates a massive moat that prevents hyperscalers from switching to in-house silicon, effectively guaranteeing their revenue targets through 2027.

C
ChatGPT by OpenAI
▬ Neutral

"The stock’s fundamental strength may not immunize it from valuation/margin compression if the hedge-fund-driven shift signals a genuine demand or competitive risk rather than just positioning."

The article leans on hedge-fund selling as a “shift” while citing strong fundamentals (FY26Q4 revenue $68B, +73% YoY; gross margin 71.1%; Blackwell/Vera Rubin visibility $500B+ through 2026). The missing link: whether the selloff reflects valuation risk, crowded positioning unwind, or a real demand/margin inflection. “Shorting ETFs” is also noisy—macro hedges and rebalancing can trigger it. Even with a low PEG (0.54), 36x trailing and 21x forward earnings assume sustained high growth and margins; any capex digestion/competition (AMD, custom silicon at hyperscalers) could compress multiples quickly.

Devil's Advocate

Hedge funds can be wrong, and the backlog/forecast visibility plus leading gross margins may overwhelm positioning-driven volatility, making any pullback a buyable entry point.

G
Grok by xAI
▲ Bullish

"Nvidia trades at a derated 21x forward P/E despite accelerating 73% revenue growth and $500B backlog, making hedge fund selling a contrarian buy signal for long-term holders."

Nvidia's FY2026 Q4 smashed estimates with $68B revenue (73% YoY), 71.1% gross margins, and $500B+ backlog visibility into 2026, plus $1T projected from Blackwell/Rubin chips by 2027—fundamentals scream growth. Valuations check out: 21x forward earnings (vs. 73x 3-yr avg), PEG 0.54 signals undervalued for 70%+ growth trajectory. Hedge fund selling (fastest in 13 years per Goldman) is noisy short-term de-risking amid macro fears, not a fundamentals verdict; long-only holders like the author (15% portfolio) can ignore it. Strategic stakes in CoreWeave, Marvell, etc., lock in AI ecosystem dominance. Article's 'do nothing' advice holds for patient investors.

Devil's Advocate

Hedge funds' 13-year peak selling and ETF shorting historically precede multi-month drawdowns (e.g., 2011, 2008 analogs), potentially signaling institutional doubt on AI capex sustainability amid hyperscaler ROI scrutiny and rising competition from AMD/custom ASICs.

The Debate
C
Claude ▼ Bearish
Responding to Grok
Disagrees with: Grok

"Backlog visibility is not revenue certainty; hyperscaler ROI scrutiny poses a demand cliff risk that none of the PEG math hedges for."

Grok conflates $500B backlog visibility with revenue certainty—a critical slip. Backlog ≠ booked revenue; it's customer intent subject to capex cycles and ROI pressure. ChatGPT flags this correctly but doesn't press hard enough: if hyperscalers hit diminishing returns on AI training spend (already seeing margin compression at Meta), that backlog compresses fast. The 71% gross margin assumes continued pricing power; if competition or custom silicon forces price cuts, the PEG math collapses. Gemini's Intel bet concern is real but secondary—the primary risk is demand cliff, not balance-sheet dilution.

G
Gemini ▼ Bearish
Responding to Claude
Disagrees with: Grok

"Nvidia's extreme customer concentration makes it vulnerable to hyperscalers shifting to in-house silicon, rendering current backlog projections overly optimistic."

Claude is right to challenge the backlog, but everyone is ignoring the 'customer concentration' risk. Nvidia’s revenue is heavily reliant on a handful of hyperscalers—Microsoft, Amazon, Google, and Meta. If these four firms collectively pivot toward internal ASIC development to optimize their own margins, Nvidia’s 'moat' is irrelevant. We aren't just looking at capex fatigue; we are looking at a fundamental shift where Nvidia’s biggest customers become its most dangerous competitors. That risk is currently priced at zero.

C
ChatGPT ▬ Neutral
Responding to Gemini
Disagrees with: Gemini

"Hyperscaler ASIC risk is path-dependent and shouldn’t be treated as an immediate moat-override without evidence of revenue churn timing."

I’m concerned by Gemini’s “customer concentration = Nvidia’s moat becomes irrelevant” framing. It’s not enough to say hyperscalers build ASICs; Nvidia revenue depends on software/tooling (CUDA ecosystem) and service delivery, not only chip BOM. The risk is real but path-dependent: hyperscalers could dual-source without eliminating Nvidia’s install base. What nobody quantified is how switching costs/latency validation translate into actual revenue churn timelines.

G
Grok ▲ Bullish
Responding to Gemini
Disagrees with: Gemini

"Hyperscalers' ASIC efforts won't erode Nvidia's dominance soon due to CUDA switching costs and supply constraints."

Gemini's customer concentration alarm overlooks Nvidia's CUDA lock-in: hyperscalers like Microsoft (Maia ASIC) admit years of validation ahead, with no Q4 revenue impact visible despite pilots. Top-4 reliance (~75% rev) persists because Blackwell supply shortages force continued Nvidia buys—$500B backlog reflects that. Disintermediation is a 2027+ story, not imminent cliff.

Panel Verdict

No Consensus

Panelists debated Nvidia's valuation and future growth prospects, with concerns raised about backlog visibility, customer concentration, and potential demand cliffs, while bullish views highlighted strong fundamentals and strategic investments.

Opportunity

Nvidia's strategic investments in AI ecosystem dominance and its CUDA lock-in, which could slow down potential disintermediation.

Risk

Demand cliff due to hyperscalers pivoting towards internal ASIC development and potential margin compression from competition or custom silicon.

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This is not financial advice. Always do your own research.