Megatrend · whole-trend overview

A race nobody has won — and nobody knows when anyone will

Quantum computing is the promise of solving problems that every supercomputer on Earth combined still can't — but as of 2026, it makes very little money, the machines break easily, and a "truly useful" one is still years away. This lesson is the map that strings the 6 categories of quantum together: who does what, who depends on whom, where the power (and the risk) sits — and why the one category that already makes money today isn't a quantum computer at all (each category has its own deep-dive chapter).

Type Tier-1 (core megatrend) Sub-categories 6 categories Maturity Emerging Read time ~13 min
A copper, chandelier-shaped quantum computer hanging in tiered layers, with a single glowing qubit at the very bottom tip
ภาพประกอบ (hero.png)
Enormous power, still asleep. A quantum computer looks like a copper chandelier — the entire machine exists to keep one fragile qubit alive long enough to compute.

01The big picture: a bet not yet proven

The computer you're using — even the most expensive supercomputers in the world — runs on "bits" that can only be 0 or 1, one value at a time. Quantum computing changes that rule. It uses a qubit, which rides the strange laws of quantum physics: it can be 0 and 1 at the same time, and qubits can entangle with each other. The result is that, for certain problems, it explores a vast number of possibilities all at once instead of trying them one by one.

So the promise is huge: design new drugs and materials at the molecular level (connecting straight to Biotech), crack logistics and finance problems too complex for ordinary computers — and, on the dark side, the power to break the encryption that protects the entire internet. But here's the truth an honest lesson has to tell: as of 2026, quantum is still a "pre-revenue" technology. The machines are small, break very easily, and not one of them yet solves a real business problem better than a regular computer can.

So the market today is tiny — about $3.5 billion in 2025 (less than a single quarter's revenue at a big chip company). What pulls in money and governments worldwide is the "end state," which could be enormous. Many research firms expect revenue to grow to ~$20 billion by 2030, and McKinsey sees quantum technology generating around $72 billion in revenue by 2035.

Global quantum computing market
Revenue (billions of dollars) — 2030–2035 are forecasts, and the forecast range is very wide
Source: MarketsandMarkets (2025: $3.5B → 2030: $20B, CAGR ~42%), McKinsey (~$72B quantum revenue by 2035). The numbers differ wildly between firms — a reminder that this is all still a guess about the future.

Put another way — this is a trend you have to look at with a different eye than the others. We aren't asking "who makes the most money today," but "who's closest to a machine that actually works," and "if it succeeds, who captures the value." And that starts with unrolling the map.

02The map: what are the 6 sub-categories

The quantum field splits into 6 categories, which group into 3 "layers" like a tech stack — from hardware at the base, up to software and real-world uses. Each category has its own deep-dive lesson (tap to read):

Bottom layer — hardware and components (building the machine)

Middle layer — platforms and networks (using and connecting machines)

  • Quantum Software, Algorithms & Cloud Access: software, compilers, algorithms, and the cloud that lets you "rent time" on a quantum machine — mostly still private or bolted onto the big clouds
  • Quantum Networking & QKD: quantum networks and "quantum key distribution" (QKD) — still very early, mostly private, and overlapping with the Space Economy trend (QKD via satellite)

Top layer — defensive uses (protecting against the quantum threat)

  • Quantum-Safe / Post-Quantum Cryptography: moving the world's encryption to a form that's "unbreakable by quantum" (NIST standards) — and the interesting part is that it already makes money today, because it's driven by the threat, not by a machine that isn't finished (big players like Palo Alto / Cloudflare sit in the Cybersecurity trend)
How to read this map This chapter doesn't go deep on each category (that's the deep-dives' job) — its job is to show the "big picture" of how all 6 categories string into one story. And most of all: most categories bet on the future, but one (PQC) harvests from the present.

03How it all connects (the quantum stack)

The best way to understand this field is to see it as a layered "stack" — components and hardware at the base make the software and cloud in the middle possible, and all of that is what turns the threat (and the need for PQC) at the top into something real.

The quantum field's stack Components and hardware at the base, software and networking in the middle, quantum-safe cryptography on top as a separate box driven by the threat Bottom layer · hardware + components (building the machine) Pure-playsIonQ · Rigetti · D-Wave HyperscalerIBM · Google · Microsoft Cryo / Control / PhotonicFridges · lasers (picks & shovels) Middle layer · platforms + networks Software · Algorithms · Cloud AccessRent time on the machine via the cloud Networking & QKDQuantum networking Top layer · defensive uses (driven by the threat) Post-Quantum Cryptography (PQC)Defense — already makes money today Hardware supports software The threat drives PQC
The quantum stack. Hardware at the base supports the software/networks in the middle — but the purple line is the key: hardware that isn't finished yet is the "threat" that turns PQC at the top into a real business today.

This relationship is the heart of the whole trend, and here's the clever twist: most categories (hardware, software, networking) are a bet on the future — they only make real money once the machines work. But PQC is the opposite: the scarier a quantum computer looks at "being able to break encryption," the more organizations worldwide have to switch their encryption right now — meaning PQC makes money from pure "fear," without even waiting for the machine to be finished.

Term to know Modality (the way you make a qubit)

Qubits can be built several ways from different physics — superconducting (super-cooled superconducting circuits, IBM/Google/Rigetti), trapped-ion (ions held by electromagnetic fields, IonQ/Quantinuum), photonic (using particles of light, PsiQuantum/Xanadu), and neutral-atom (neutral atoms in a laser trap, QuEra/Atom Computing). Each has different strengths and weaknesses, and nobody yet knows which one will win.

04Where the value and power sit

Because the machines don't make money yet, the question of "where is the value" is very different from other trends. As of 2026, the answer splits into three types:

1. Categories that already make money = PQC and components (picks & shovels) In a "gold rush," the first to make money are the ones selling shovels. PQC sells security that organizations have to buy now, and component makers (dilution fridges, lasers, control electronics) get paid no matter which modality wins — because every machine needs them.

2. A cheap "option" inside a giant budget = Hyperscaler IBM, Google, and Microsoft research quantum with money that's small next to the company's enormous revenue. If it works, they get a leader; if it doesn't, it barely matters — they're holding the lowest-risk "option" in the field.

3. Categories that are a pure bet = Pure-plays IonQ, Rigetti, and D-Wave are a straight bet on quantum's success — win and the value soars, lose and almost nothing is left. This is the category where the stock swings hardest and leans most on "the story."

Quantum players' revenue (2025) — how small it is
Full-year revenue (millions of dollars) — to show how little the whole field still makes
Source: SEC filings, company news — IonQ was the first to break $100M in revenue in 2025 (and still losing money); Quantinuum ~$31M; Rigetti ~$7M (down 34%)

The lesson for reading this trend: don't just ask "does this company do quantum," ask "does it make money from the present or bet on the future — and if the bet loses, what's left". PQC and component sellers harvest from the present, hyperscalers hold a cheap option, and pure-plays are a pure bet.

05Forces that hit the whole trend

Even though each category differs, three big forces move the whole field at once:

1. The chase for "error correction" — this is the biggest technical force. Qubits are extremely fragile; the slightest disturbance "breaks" them. To actually use one, you have to bundle thousands of real qubits together to build a single "error-corrected" qubit (a logical qubit). In late 2024, Google announced its Willow (105 qubits) chip, the first to cross the "threshold" — add more qubits and errors go down, a milestone physicists waited 30 years for. Every breakthrough like this shakes the whole field at once.

Four runners on four different tracks, each one a different way of making a qubit, racing toward the same finish line still far off in the fog
ภาพประกอบ (modalities.png)
A race with no clear leader yet. Four ways of making a qubit (superconducting / trapped-ion / photonic / neutral-atom) race toward the same finish line still in the fog — nobody knows who gets there first.

2. Geopolitics and state money — quantum is seen as a "national-security technology," because whoever has it first might decrypt a rival's codes. So governments worldwide are pouring in huge sums — about $55.7 billion committed since 2013, led by China with ~$15B in state money, then the EU and the US. This is the force propping up the field even while commercial revenue is still small.

Government quantum investment (cumulative since 2013)
Money committed by governments (billions of dollars, estimated) — China leads by a wide margin
Source: Qureca, CSIS, ECIPE (estimates; global total ~$55.7B cumulative since 2013; the US figure depends on which programs you count)

3. "Harvest now, decrypt later" — this is the force that grows PQC immediately. Even though a real quantum computer that can break encryption hasn't arrived, hackers and foreign states are already stealing encrypted data today and storing it, waiting for the day a quantum computer is ready to decrypt it. Data that must stay secret for a long time (medical records, state secrets) has to be switched to quantum-resistant encryption before the threat arrives. That's why NIST released its PQC standards (FIPS 203/204/205) in August 2024 and set off a global migration wave — connecting straight to the Cybersecurity trend.

A thief stashing locked boxes of data into a barn, waiting for a future quantum key to come open them
ภาพประกอบ (harvest.png)
Harvest now, decrypt later. Encrypted data is being stolen and stored today, waiting for a future quantum computer to open it — which is why PQC has to switch over before the threat arrives.

06Where it stands now + each category's champion

2025–2026 is when the field is "red-hot in the capital markets but not yet proven in the lab" — IonQ became the first quantum company to break $100M in revenue, Quantinuum just went public (June 2026 IPO at a ~$14 billion valuation on only ~$31M of revenue — reflecting that the market is pricing in pure "future"), and PsiQuantum raised $1 billion at a $7 billion valuation. Below are each category's "champions," showing that power is spread across many methods and many countries:

Champions of each segment
IBMIBM · US
Hyperscaler · superconducting
Owner of the clearest roadmap — targeting its "Starling" machine in 2029 with 200 logical qubits running 100 million gates, switching to LDPC error-correction codes to cut the qubits needed by ~90%.
roadmap · enterprise leader
Hyperscaler · superconducting
Hit the most famous technical milestone — its Willow chip (105 qubits) was the first to cross the error-correction "threshold" in late 2024, proving that adding qubits really does make the system better.
breakthrough · error correction
IonQIONQ · US
Pure-play · trapped-ion
The largest listed pure-play (~$22B market cap) — the first to hit $100M in revenue in 2025, guiding $225–245M for 2026, though still deeply unprofitable.
pure-play · revenue leader
QuantinuumQNT · US
Pure-play · trapped-ion
Spun out of Honeywell — often seen as having the best qubit quality (low gate error) in the group. IPO'd in June 2026 at a ~$14B valuation on only ~$31M of revenue.
pure-play · qubit quality
PsiQuantumprivate · US
Hardware · photonic
A "skip-the-steps" bet — using photonics on a semiconductor chip line, aiming straight for a million-qubit machine. Raised $1 billion in 2025 at a $7 billion valuation (not yet listed).
private · photonic
D-WaveQBTS · US
Pure-play · annealing
A different approach (quantum annealing) focused on specialized optimization problems that already sell somewhat — but questioned over whether it's "full" quantum.
pure-play · annealing
QuEra/ Atom Computingprivate · US
Hardware · neutral-atom
Rising stars of the "neutral-atom" method — QuEra ran a 3,000-qubit array continuously and raised $230M+ in 2025; Atom Computing set a 1,180-qubit record, partnering with Microsoft.
private · neutral-atom
NXP/ Thales/ SEALSQNXPI · HO · LAES
PQC · quantum defense
Sellers of the defensive "picks & shovels" — quantum-safe encryption hardware and software to NIST standards. The one category that already makes money today (the big cyber players sit in the Cybersecurity trend).
PQC · really makes money
A note on the numbers Many important players (PsiQuantum, QuEra, Atom Computing, and Quantinuum before its IPO) are still private companies — retail investors can't access them directly. The listed pure-plays (IonQ, Rigetti, D-Wave) swing very hard in market cap on news and hype, because their prices still ride "the future story" more than current revenue.

07The future and the risks

Looking ahead, everything hinges on a single question: when will a "truly useful" machine arrive — and the most honest answer is "still years away, and nobody knows for sure." IBM targets a large fault-tolerant machine in 2029, and PsiQuantum is aiming for a million-qubit scale late this decade, but these roadmaps are goals, not promises.

A stone bridge under construction reaching out into mid-air, not yet touching the far bank, with workers laying stones one at a time across a chasm of errors
ภาพประกอบ (future.png)
A bridge not yet finished. Progress on error correction is real, but the distance to the far bank — a "truly useful" machine — is still long.

On the opportunity side: if quantum succeeds, it will unlock drug, material, and computational discoveries that were impossible before — value that BCG estimates as high as $450–850 billion by 2040. And the state money flowing in from around the world props the field up so it won't fall even while commercial revenue is still small.

On the risk side, there are three layers to watch especially closely — more than in an ordinary trend:

  • Unresolved technical risk: nobody can guarantee which modality scales to a usable level. Error correction may hit a wall we can't yet see — this isn't just "behind schedule," it could be "never works"
  • Price runs ahead of reality: when a company with ~$31M of revenue is valued at ~$14 billion, the price rides the story more than the fundamentals. Every time the hype flips, pure-play stocks swing violently — this is the category where the "expectation bubble" is clearest
  • Betting on the wrong horse: even if quantum succeeds overall, the company you hold might have picked the losing modality — a risk that doesn't exist in trends where the technology has settled
The bottom line — the way to see the whole Quantum Computing trend is as a "long-term bet on physics" that isn't proven yet. The keys to reading it are (1) understand the stack — hardware (several still-competing modalities) → software/networking → and PQC as a separate box driven by the threat · (2) tell apart which categories "make money from the present" (PQC, components, the option inside hyperscalers) and which are "a pure bet on the future" (pure-plays) · (3) watch the error-correction milestones, because they're the one real sign the dream is getting closer — then deep-dive each category from its own lesson.

And that's why this chapter keeps repeating the words "early stage and still a guess" throughout — quantum could be the greatest revolution of the century, or it could take far longer than everyone thinks. Both are possible at the same time. Understanding how it stacks up as a "stack," and which categories can truly harvest from the present, is the best tool for separating "the real" from "the expected" — tap into the deep-dive of whatever category interests you.

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