Quantum Computing: A Speculative Bubble with No Immediate Payoff

Wesley ParkWednesday, Jul 23, 2025 10:48 pm ET
3min read
Aime RobotAime Summary

- Quantum computing market surged to $72B valuation by 2035, driven by $2B+ in 2024 investments despite most firms remaining unprofitable.

- Tech giants and startups alike chase "quantum advantage" with lab-scale breakthroughs, but real-world applications remain limited to hybrid systems.

- Valuations (e.g., Quantinuum at $5B) far exceed revenue ($1B projected 2025), creating a 100x+ revenue multiple gap versus traditional tech stocks.

- Experts warn of speculative bubble risks, urging long-term investment in infrastructure-focused players like IBM/Microsoft over "quantum-only" bets.

The

computing sector has been one of the most hyped corners of the tech universe in 2025. Investors are pouring billions into startups and public companies alike, driven by the promise of solving problems no classical computer can touch. But here's the catch: between the market's exuberance and the technology's real-world progress is widening. Let's break it down.

The Hype: Market Growth and Investor Frenzy

The numbers are staggering. By 2025, the quantum computing market is projected to grow from $4 billion in 2024 to $72 billion by 2035—a CAGR of nearly 30%. Private and public funding has exploded, with $2 billion funneled into quantum startups in 2024 alone. Giants like

, Google, and are racing to build fault-tolerant systems, while startups like PsiQuantum and Quantinuum have raised hundreds of millions. Even governments are playing catch-up, with Japan and Spain committing $10 billion combined in early 2025.

But here's the rub: most of these companies aren't generating revenue.

(QUBT), for example, saw its stock surge 2,600% over three years, yet it's still a net loss leader, relying on speculative capital. The same goes for (IONQ) and Rigetti (RGTI), whose valuations are built on the hope that quantum “advantage” will arrive soon.

The Reality: Progress vs. Promise

Let's not dismiss the strides made. Google's Willow processor demonstrated exponential error correction, and Microsoft's topological qubits show promise. IBM's Heron chips and D-Wave's Advantage2 system are pushing the boundaries of qubit scalability. But these are still lab-scale achievements. Real-world applications? They're nascent.

Take the finance sector:

and QC Ware have tested quantum algorithms for portfolio optimization, but these tools are still hybrid systems—relying on classical computing for 90% of the work. In pharma, Roche's quantum-aided drug discovery reduced timelines by months, but that's a drop in the bucket compared to the decade-long pipeline of actual drug development. Logistics? DHL's quantum-optimized delivery routes saved 10% in fuel costs, but that's a niche use case.

The bottom line? Quantum computing is solving specific problems faster than classical systems, but it's not yet a general-purpose tool. And until it is, the market's valuation assumptions—based on a 2035 revenue peak—feel like a long shot.

Valuation Disconnect: A Bubble in the Making?

The numbers tell a story of disconnect. In 2024, quantum companies generated $650–750 million in revenue, projected to hit $1 billion in 2025. Yet private valuations for startups like Quantinuum ($5 billion) and PsiQuantum (over $1 billion) are based on speculative milestones. Public companies? IONQ trades at a market cap of $3 billion despite no profitability, while the Defiance Quantum ETF (QTUM) has surged to $75.38, up 20% year-to-date.

IONQ Trend

Compare this to traditional tech stocks. Google's parent Alphabet (GOOGL) trades at a 10x P/E, while

(MSFT) is at 25x. Quantum players? Many are valued at 100x+ revenue or more. This isn't just aggressive—it's reckless.

The Risks: Patience vs. Panic

Quantum computing is a 10–15-year bet, not a 12-month play. The technology is still in its “transistor era”—promising but far from ubiquitous. Breakthroughs in error correction and qubit stability are critical, but they're not guaranteed. Startups could go bankrupt; governments might pull funding; and competitors could leapfrog each other.

Moreover, the market is fragmented. There are 20+ qubit technologies in play (superconducting, trapped-ion, photonic, etc.), each with different timelines. This lack of standardization could delay mass adoption.

Investment Advice: Play the Long Game

If you're bullish on quantum computing, approach it like you would a long-term infrastructure play. Diversify. Use ETFs like QTUM to spread risk. For individual stocks, focus on companies with clear revenue streams and partnerships, not just hype. IBM and Microsoft, for example, are integrating quantum into their broader cloud ecosystems—less speculative, more scalable.

Avoid the “quantum-only” bets unless you're prepared to hold for a decade. The real winners will be the companies that build the bridges between quantum and classical computing—like

, which is already developing hybrid tools via CUDA-Q.

Conclusion: The Future is Quantum, but the Present is Speculative

Quantum computing is transformative. But right now, it's a promise, not a product. The market's valuations reflect a future where quantum systems solve the world's hardest problems—but that future is still a decade away. For now, the sector is a speculative bubble, fueled by hype and limited by reality.

If you're investing, do so with caution. Allocate a small portion of your portfolio to quantum ETFs or blue-chip tech players with quantum divisions. And remember: the next big thing is often overvalued before it's overhyped. Stay informed, stay skeptical, and let the data guide you.

Ask Aime: What is the current state of the quantum computing market, and how does it compare to traditional tech stocks in terms of valuation and potential risks?

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