The panel's net takeaway is that while Nvidia's strong earnings and AI potential are undeniable, its high valuation and reliance on hardware sales expose it to significant risks, including margin compression, customer concentration, and potential threats from custom silicon. Broadcom's diversification and custom silicon capabilities pose a credible challenge to Nvidia's dominance.
Risk: Margin compression due to memory cost pressures and potential customer pivot to custom silicon, leading to hardware dominance erosion.
Opportunity: Nvidia's software moat and potential for recurring revenue growth via subscriptions and services.
This analysis is generated by the StockScreener pipeline — four leading LLMs (Claude, GPT, Gemini, Grok) receive identical prompts with built-in anti-hallucination guards. Read methodology →
Key Points
- Nvidia and Broadcom are two of the dominant chipmakers.
- Both Nvidia and Broadcom provided strong outlooks.
- 10 stocks we like better than Nvidia ›
Nvidia (NASDAQ: NVDA) and Broadcom, two of the largest chipmakers in the world, have now both reported earnings for their most recent quarters, which ended at the …
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Key Points
- Nvidia and Broadcom are two of the dominant chipmakers.
- Both Nvidia and Broadcom provided strong outlooks.
- 10 stocks we like better than Nvidia ›
Nvidia (NASDAQ: NVDA) and Broadcom, two of the largest chipmakers in the world, have now both reported earnings for their most recent quarters, which ended at the end of July for Nvidia, and in early August for Broadcom.
Both put up strong results as well. Nvidia's adjusted revenue grew 106% year over year, while diluted earnings per share (EPS) rocketed 120%. Meanwhile, Broadcom had adjusted net revenue growth of 86% and adjusted diluted EPS growth of 96%.
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Both companies also topped Wall Street average estimates as well.
Although there is an investment case to be made for Nvidia and Broadcom, three key metrics point to the stronger AI chip stock following their respective earnings reports.
1. Nvidia and Broadcom both stunned with guidance
One of the first metrics in earnings reports that Wall Street analysts and investors look at is forward financial guidance, which both Nvidia and Broadcom provide to some extent. Specifically, they are looking to see how company forecasts compare to Wall Street estimates.
Broadcom projected revenue of $34.8 billion in its current quarter, slightly below analyst estimates of $35.03 billion.
However, on itsearnings call Chief Executive Officer Hock Tan said it believes its AI semiconductor revenue is set to double in 2027 to $115 billion and then double again in 2028 to $230 billion, with 2028 guidance coming in $50 billion ahead of analyst estimates.
While that's quite impressive, it will likely be difficult for analysts to get comfortable with the 2028 outlook just yet.
Nvidia, as it typically does, also knocked it out of the park with its guidance. The company forecast revenue of $108 billion in the current quarter, roughly $2.5 billion above estimates.
The company also projected 70% annual revenue growth in fiscal year 2028, with most of that occurring in calendar year 2027, while analysts had only estimated 44%. Not only did that beat forecasts, but it's also incredible growth given the company's $5 trillion-plus market cap.
2. Gross margins
Another metric investors closely watch for both Nvidia and Broadcom is gross margin, the percentage of revenue remaining after accounting for the cost of goods sold, which includes labor, materials, and overhead.
Gross margin shows how much a company makes from each sale before paying for other business costs, such as fixed costs, debt, or taxes. Gross margin is also representative of pricing power.
In its second quarter of fiscal 2027, Nvidia continued to boast gross margins of roughly 75%. However, this figure is expected to slip, with Nvidia predicting a 74% gross margin in the current quarter, followed by further contraction as the fiscal year progresses.
In fact, Nvidia expects its gross margins to narrow to the 71% to 72% range, the point at which management expects gross margins to inflect higher. Management attributed the margin contraction to higher memory costs.
In its most recent quarter, Broadcom had a consolidated gross margin of 75%. Management anticipates the current quarter gross margin will slip to 73%, as the company sells more of its custom chips, which are more memory-intensive.
However, Broadcom's management team has told analysts not to focus on gross margin, as it believes operating margin better reflects its business.
3. More attractive entry point
Finally, following earnings, Nvidia still trades at a cheaper forward earnings multiple than Broadcom.
AVGO PE Ratio (Forward) data by YCharts
Now, this could be because Broadcom expects faster AI growth in 2027 and likely in 2028 as well.
Ultimately, I still find Nvidia to be the more attractive play here. Sure, its growth may not be as fast, but it's still calling for 70% revenue growth at a market cap roughly three times Broadcom's. Nvidia generated $89 billion in AI chip revenue last quarter, compared with Broadcom's nearly $21 billion.
Investors have never seen growth like this at a company with Nvidia's scale. I also think Nvidia's fast-growing central processing unit (CPU) business is something for investors to be excited about.
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Bram Berkowitz has no position in any of the stocks mentioned. The Motley Fool has positions in and recommends Broadcom and Nvidia. The Motley Fool has a disclosure policy.
AI Talk Show
Four leading AI models discuss this article
Opening Takes
“Valuation risk: Nvidia’s premium multiple may compress if AI demand normalizes or margins deteriorate, making the upside less certain than the article suggests.”
Strong earnings and AI tailwinds are real, but the article's bullish framing risks an overly deterministic view. Nvidia's guidance implies a multi-year cycle of outsized growth, yet this cycle is volatile: a pullback in hyperscale capex, memory-cost pressures that compress margins, or a shift in AI demand could trim upside. The piece also glosses valuation, implying Nvidia is cheaper than Broadcom, even though Nvidia typically trades at a premium. Regulatory/geopolitical risks and AI-model/compute-cycle volatility are missing from the discussion, and a late-cycle re-rating could hit NVIDIA before broader market dialogue shifts.
NVDA’s CUDA ecosystem and persistent AI demand argue for a premium multiple longer than bears expect. If AI compute remains structurally strong, the upside could persist despite near-term volatility.
“Nvidia's current valuation assumes a perpetual state of supply-constrained pricing power that is likely to compress as industry-wide AI infrastructure capacity matures.”
The article focuses on top-line growth and gross margins, but ignores the critical risk of capital expenditure (CapEx) fatigue among hyperscalers. Nvidia’s 75% gross margin is a historical anomaly driven by supply constraints; as supply catches up, pricing power will inevitably normalize. Broadcom (AVGO) acts as a diversified infrastructure play, benefiting from custom silicon and networking, which provides a more durable moat than Nvidia’s pure-play GPU dominance. While Nvidia trades at a lower forward P/E, it is priced for perfection. Any deceleration in AI infrastructure spending will hit Nvidia’s valuation harder than Broadcom’s diversified software and hardware revenue streams.
Nvidia’s CUDA software ecosystem creates a massive barrier to entry that makes its revenue significantly stickier than the article implies, potentially justifying a permanent premium valuation.
“Broadcom's 2028 guidance implies 40%+ CAGR through 2028 and is dramatically underpriced relative to Nvidia despite similar current margins and lower absolute scale risk.”
The article cherry-picks metrics to favor Nvidia while downplaying Broadcom's structural advantages. Yes, Nvidia grew faster (106% revenue vs. 86%), but Broadcom's 2028 guidance—$230B AI revenue, $50B ahead of consensus—suggests the market is severely underpricing Broadcom's TAM expansion in custom silicon. Both trade at similar gross margins (~75%), but the article dismisses Broadcom's operating margin focus, which actually matters more for profitability. Nvidia's 70% FY2028 growth guidance is impressive at scale, but Broadcom's implied CAGR to $230B is steeper and less priced in. The valuation comparison is incomplete: forward P/E alone ignores growth duration and margin trajectory.
Broadcom's 2028 guidance is speculative and unproven; Nvidia's $89B AI revenue last quarter is realized, not forecasted. If Broadcom's custom chip ramp disappoints or memory costs stay elevated longer, margin compression could be permanent, not temporary.
“Nvidia's growth-at-scale narrative faces steeper downside risk from customer concentration and margin pressure than the article acknowledges.”
The article concludes Nvidia is the stronger AI play due to its scale, 70% FY2028 revenue guide beating estimates by a wide margin, and cheaper forward multiple versus Broadcom. Yet it underplays Nvidia's margin compression trajectory to 71-72% from memory costs and the difficulty of sustaining 106% growth at a $5T+ market cap. Broadcom's $230B 2028 AI target, $50B above consensus, plus its non-AI segments provide diversification that Nvidia lacks. Forward multiples alone ignore execution risk when one customer cluster dominates Nvidia's revenue.
Nvidia has repeatedly beaten elevated expectations and its CUDA moat could keep gross margins above 70% longer than Broadcom's custom-chip mix allows, making the valuation gap justified rather than a warning sign.
The Debate
Responding to Gemini
“CUDA/software monetization can cushion Nvidia's growth and margins even amid a hyperscale CapEx slowdown.”
Gemini’s CapEx fatigue argument misses Nvidia’s software moat. If hyperscale capex slows, Nvidia can still monetize CUDA and the broader AI software stack via subscriptions and services, buffering gross margins and sustaining growth. The risk isn’t just demand; it’s how quickly software revenue scales as hardware cycles mature. This makes Nvidia less exposed to a pure CapEx slowdown than the article implies, potentially supporting a higher multiple even in a softer cycle.
Responding to ChatGPT
“CUDA is a hardware moat, not a revenue-generating software business, and cannot protect Nvidia from a cyclical decline in hyperscaler CapEx.”
ChatGPT, your reliance on CUDA as a buffer against CapEx fatigue is speculative. CUDA is a sticky ecosystem, but it doesn't generate meaningful high-margin recurring revenue today; it serves as a hardware lock-in mechanism. If hyperscalers pivot to custom silicon—Broadcom’s core competency—Nvidia’s hardware dominance faces a structural threat that software cannot offset. We are conflating a moat with a cash-flow engine. Without a proven SaaS-style revenue stream, Nvidia remains tethered to the volatile hardware replacement cycle.
Responding to Gemini
“CUDA's value lies in switching costs, not recurring revenue—a distinction that changes whether Broadcom's custom silicon poses an existential threat to Nvidia.”
Gemini conflates two separate risks. CUDA's lock-in power doesn't require SaaS revenue to matter—it raises switching costs for hyperscalers moving to custom silicon, which is the actual threat. Broadcom's custom chips compete on price/performance, not on breaking CUDA's grip. The real question: do custom chips offer enough margin advantage to offset retraining costs? If not, Nvidia's hardware dominance persists regardless of software monetization. That's the execution risk Gemini should stress, not dismiss CUDA as irrelevant.
Responding to Claude
“Hyperscaler TCO gains from custom silicon will erode CUDA lock-in faster than Claude assumes, amplifying Nvidia's concentration risk.”
Claude overlooks the timeline for TCO gains to justify switching. Hyperscalers like Microsoft are already deploying custom chips at scale; even modest 15% efficiency edges compound across billions in spend, eroding CUDA lock-in faster than expected. This directly heightens the customer concentration risk in Nvidia's model that Gemini highlighted, potentially forcing earlier gross margin concessions than either analysis assumes.
Panel Verdict
NEUTRAL No ConsensusThe panel's net takeaway is that while Nvidia's strong earnings and AI potential are undeniable, its high valuation and reliance on hardware sales expose it to significant risks, including margin compression, customer concentration, and potential threats from custom silicon. Broadcom's diversification and custom silicon capabilities pose a credible challenge to Nvidia's dominance.
Nvidia's software moat and potential for recurring revenue growth via subscriptions and services.
Margin compression due to memory cost pressures and potential customer pivot to custom silicon, leading to hardware dominance erosion.
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