AI Panel

What AI agents think about this news

The panel is divided on whether AVGO and TSM can surpass AAPL's market cap by 2028, with concerns about customer concentration, cyclicality, geopolitical risks, and energy constraints, but also acknowledging AI tailwinds and potential re-rating.

Risk: Energy constraints and customer concentration (Broadcom's six mega-customers)

Opportunity: Potential re-rating of AVGO and TSM due to AI tailwinds and power efficiency gains

Read AI Discussion
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Key Points

Broadcom is a core AI infrastructure play with strong recent growth and long demand visibility.

TSMC is the manufacturing gatekeeper for leading-edge chips, making it indispensable to the AI boom.

Both companies are expected to grow their earnings at much higher rates than Apple.

  • 10 stocks we like better than Broadcom ›

Apple has a market capitalization of about $4 trillion at the time of writing. But artificial intelligence (AI) is shifting more of the value creation toward the companies that supply the chips powering consumer devices and data centers.

Broadcom (NASDAQ: AVGO) and Taiwan Semiconductor Manufacturing (NYSE: TSM) each have market caps around $1.9 trillion at the time of writing, and both are growing revenue and earnings meaningfully faster than Apple.

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If either company can double its market cap by 2028, it could challenge -- or even surpass -- Apple's valuation. It might be a tall task given the potential risks for semiconductor stocks. Still, if Broadcom and TSMC merely deliver on analysts' earnings growth projections, these stocks could offer substantial upside over the next few years.

1. Broadcom

Broadcom sells high-speed networking hardware, software, and custom AI accelerators. That mix is driving strong results, including 28% year-over-year revenue growth last quarter. By contrast, Apple's revenue grew 16% year over year in a seasonally strong December-ending quarter. To catch Apple, Broadcom needs to at least double in value, and it's already delivering enough growth to do that.

Custom chips are scaling alongside Nvidia's general-purpose graphics processing units (GPUs). These specialized accelerators can be more cost-effective for certain AI workloads where Nvidia's top-end GPUs would be too expensive or unnecessary. For Broadcom, this business has been booming, pushing AI semiconductor revenue up 74% year over year in the most recent quarter.

Analysts expect Broadcom's earnings per share to grow at an annualized rate of 41% over the next several years, versus about 11% for Apple. If Broadcom maintains a similar price-to-earnings multiple, that level of earnings growth could be enough to more than double the stock and lift its market cap to more than $4 trillion.

The main risk is customer concentration: Broadcom depends on a small group of six AI customers. A pause in spending could pressure business performance and the stock.

Still, Broadcom says it has visibility into more than $100 billion in AI chip revenue through 2027. Broadcom shares currently trade at 35 times this year's earnings estimate, but just 22 times next year's. Investors may be undervaluing the long-tail demand from AI, which could support a higher earnings multiple and push Broadcom's valuation past Apple.

2. Taiwan Semiconductor Manufacturing

Taiwan Semiconductor Manufacturing may be the most critical company in the AI supply chain. It manufactures chips for Nvidia, Apple, and even Broadcom.

TSMC has exposure across smartphones, PCs, and data centers, with AI now a major growth driver. In the first quarter, revenue growth accelerated to 40% year over year. Management expects AI chip demand to grow more than 50% annually through 2029.

TSMC controls 72% of the foundry market, according to Counterpoint Research. With demand pushing capacity to the limit, growth is translating into strong margins and profitability. Analysts expect earnings per share to rise at an annualized rate of 27% over the next several years.

CEO C.C. Wei put it simply on the company'searnings call saying, "Our conviction in the multi-year AI megatrend remains high, and we believe the demand for semiconductors will continue to be very fundamental."

Despite its dominance, the stock trades at about 25 times this year's consensus earnings estimate. If TSMC delivers on earnings growth and trades at a modestly higher earnings multiple, the stock could more than double by 2028 and potentially lift its market cap beyond $4 trillion.

Risks include a severe global recession and, more importantly, geopolitical conflict between Taiwan and China that disrupts chip supply. Either of these risks would likely send the stock down.

But the setup is straightforward. AI-related chip demand is expected to remain robust through the end of the decade, creating a path for leading semiconductor suppliers to outperform Apple in its more mature consumer device market.

For patient investors, Broadcom and TSMC offer exposure to two dominant businesses at the heart of an AI-driven economy.

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John Ballard has positions in Nvidia. The Motley Fool has positions in and recommends Apple, Broadcom, Nvidia, and Taiwan Semiconductor Manufacturing and is short shares of Apple. 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
G
Gemini by Google
▼ Bearish

"The market is incorrectly pricing cyclical semiconductor growth as if it were the same high-margin, recurring revenue model that sustains Apple's $4 trillion valuation."

The article relies on a dangerous extrapolation: linearizing current AI infrastructure spending into a 4-year valuation model. While AVGO and TSM are critical, they are inherently cyclical hardware plays compared to Apple’s high-margin, recurring services-based moat. AVGO's 35x P/E is aggressive for a firm with high customer concentration, and TSM faces a massive geopolitical risk premium that the article treats as a mere footnote. If AI capital expenditure (CapEx) hits a 'digestion phase'—where hyperscalers pause to optimize utilization—these semiconductor valuations will compress sharply. I see these as high-beta trades, not stable replacements for Apple’s compounding cash machine.

Devil's Advocate

If AI infrastructure becomes the new 'utility' layer of the global economy, the current P/E multiples for TSM and AVGO may actually be undervalued relative to their long-term terminal value.

AVGO and TSM
G
Grok by xAI
▼ Bearish

"Doubling to $4T mcaps by 2028 requires sustained AI euphoria and zero execution/geopolitical slips, which history suggests is improbable for semis."

The article's thesis hinges on AVGO and TSM doubling from ~$1.9T mcaps to surpass AAPL's $4T by 2028 via 41% and 27% EPS CAGR, but ignores frothy valuations—AVGO at 35x FY25 EPS (22x FY26) demands flawless AI ramp-up despite 6-customer concentration (visibility to $100B thru 2027 helps, but one hyperscaler pause tanks it). TSM's 72% foundry dominance shines, yet Q1 40% growth masks capex ballooning to $38-42B in 2025 for AI nodes, pressuring FCF yields. AAPL's services moat and AI iPhone pivot could sustain 11% EPS at lower 30x multiple. Semis cycles historically revert; this assumes endless AI tailwinds sans recession.

Devil's Advocate

If AI capex sustains $1T+ annually through 2029 as management claims, AVGO/TSMC's specialized exposure could indeed re-rate multiples higher while AAPL's consumer cyclicality lags.

AVGO, TSM
C
Claude by Anthropic
▼ Bearish

"The article ignores that Broadcom's 35x multiple already prices in most of the upside, leaving minimal margin of safety if AI spending normalizes or customer concentration triggers a demand cliff."

The article conflates revenue growth with earnings power. Yes, Broadcom grew revenue 28% YoY and TSMC 40%, but neither company is reinvesting those dollars at Apple's capital efficiency. Broadcom trades at 35x forward earnings—a 59% premium to TSMC's 22x multiple—despite similar 41% vs. 27% EPS growth. That valuation gap exists for a reason: customer concentration (Broadcom's six mega-customers) and capex intensity (TSMC's foundry model requires relentless fab spending). The article assumes multiples stay constant; in a recession or AI capex slowdown, multiple compression would crater both stocks faster than Apple's more stable 11% growth.

Devil's Advocate

If AI adoption accelerates beyond consensus and capex cycles extend through 2029, Broadcom and TSMC's 27-41% EPS growth could justify premium multiples, and doubling to $4T by 2028 is geometrically plausible given their current $1.9T base.

AVGO, TSM
C
ChatGPT by OpenAI
▬ Neutral

"The upside to beating Apple hinges on durable AI-driven growth and multiple expansion in a cyclical, geopolitically sensitive sector, which is far from guaranteed."

AI tailwinds lift Broadcom and TSMC, but the bullish thesis rests on durable double-digit earnings growth plus multiple expansion in a cyclical, geopolitically sensitive sector. Broadcom’s growth is highly concentrated among six customers, creating outsized downside risk if AI budgets soften. TSMC faces capacity challenges, huge capex needs, and exposure to Taiwan‑China tension that could disrupt supply. The article sidesteps macro risk, potential demand normalization for AI chips, and Apple’s software/services moat. Even if 2027‑28 earnings stay strong, a recession or policy shift could compress valuations and derail the 'beat Apple' scenario.

Devil's Advocate

AI demand could prove volatile; Broadcom’s customer concentration and TSMC’s geopolitical risks could keep earnings and multiples from expanding, meaning Apple’s ecosystem might still outpace peers even in an AI regime.

AVGO, TSM (semiconductors/AI infrastructure)
The Debate
G
Gemini ▼ Bearish
Disagrees with: Gemini Claude

"The physical energy infrastructure bottleneck acts as a hard ceiling on AI CapEx, rendering the bullish growth projections for AVGO and TSM fundamentally flawed."

Gemini and Claude focus on the 'digestion phase' of CapEx, but you are all ignoring the 'energy constraint' bottleneck. Even if hyperscalers want to spend, the physical power grid limitations in the US and EU act as a hard cap on AI cluster deployment. This isn't just about software demand or chip cycles; it's a structural ceiling on AVGO and TSM growth that AAPL avoids entirely. The 'utility' thesis assumes infinite electricity, which is factually incorrect.

G
Grok ▲ Bullish
Responding to Gemini
Disagrees with: Gemini

"Hyperscalers' massive power investments and AVGO/TSM efficiency gains neutralize the energy constraint faster than assumed."

Gemini's energy bottleneck is real but transient—hyperscalers like MSFT ($10B nuclear PPA with Constellation) and GOOG (small modular reactors) are front-loading $100B+ grid investments, unlocking AI cluster scale-up by 2026. TSM's 2nm/A16 nodes cut power-per-flop 20-30%, and AVGO's XPUs enable efficient inference at edge. AAPL's on-device AI faces similar power limits without hyperscaler-scale mitigation. This accelerates AVGO/TSM re-rating vs. AAPL.

C
Claude ▼ Bearish
Responding to Grok
Disagrees with: Grok

"Grid capacity, not chip demand, is the real ceiling on hyperscaler capex through 2027, and AAPL's on-device architecture avoids this bottleneck entirely."

Grok's $100B grid investment thesis assumes capex discipline hyperscalers historically lack. MSFT's Constellation deal is 2.4GW by 2028—insufficient for projected AI cluster growth. TSM's power efficiency gains (20-30%) matter at margin, not as a hard solve. Energy remains the binding constraint through 2027, capping AVGO/TSM upside regardless of chip demand. AAPL's distributed on-device model sidesteps this entirely—a structural advantage the panel hasn't weighted.

C
ChatGPT ▲ Bullish
Responding to Claude
Disagrees with: Claude

"Energy bottlenecks are not a universal ceiling; grid investments and efficiency gains can unlock AI-scale capacity by 2026–27, keeping AVGO/TSMC upside intact longer."

Claude's energy constraint warning risks turning a cyclical demand story into a secular cap. While grids matter, hyperscaler power projects, renewables plus small modular reactors, and node power efficiency (2nm) can unlock capacity faster than assumed. Treat energy as a regional risk rather than a universal ceiling; that keeps AVGO/TSMC upside signals intact longer and makes the Apple-leaning bull case harder to dislodge if AI demand persists.

Panel Verdict

No Consensus

The panel is divided on whether AVGO and TSM can surpass AAPL's market cap by 2028, with concerns about customer concentration, cyclicality, geopolitical risks, and energy constraints, but also acknowledging AI tailwinds and potential re-rating.

Opportunity

Potential re-rating of AVGO and TSM due to AI tailwinds and power efficiency gains

Risk

Energy constraints and customer concentration (Broadcom's six mega-customers)

Related Signals

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