I have deliberately avoided jumping on the announcement bandwagon over the past weeks. Especially regarding this one (Read the paper) to discuss D-Wave
For me, as someone who struggles with long division, reading scientific papers is a three-to-four-hour process. I constantly hit concepts I don’t understand, leading me down yet another endless rabbit hole.
That being said, I am not—and will never be—a quantum scientist.
My role is purely business.
Trying to read between the lines of technical papers, financial results and market position is going to lead to more insight than a headline when getting a view of a companies market position.
That being said, lets address the elephant in the room first and dive in.
D-Wave’s Quantum Play: Engineered Success or True Innovation?
Is the Game Rigged?
When evaluating quantum computing claims, a crucial question arises: is the test environment engineered for success?
This concern has lingered around D-Wave’s quantum annealers for years.
Despite this, the company has achieved commercial success by focusing on problems where annealing excels.
Unlike universal, gate-based quantum computers (such as those from IBM, IonQ, and Quantinuum), D-Wave specializes in quantum annealing—a process used to find low-energy solutions to optimization problems.
You’ve undoubtedly seen the rather crude PR battle, where companies compete to declare “mine is bigger” or, in this case, “more powerful.”
These announcements are part of an ongoing race, as tech firms maintain a share of voice to secure a seat at the table when businesses consider quantum adoption.
The key criticism of D-Wave’s approach is that many of its success benchmarks are designed specifically for quantum annealing.
To illustrate: If you have a camel, it’s likely to win in a race designed for camels—a two-day desert trek.
But a horse is unlikely to win that race, just as a camel wouldn’t stand a chance in a traditional horse race.
This is exactly what’s happening in quantum computing: “We’re the fastest, best, and most powerful—for our specific type of race.”
Microsoft did it, Google did it, China did it, and now, D-Wave is doing it to maintain its market presence and share of column inches - expect more.
All while their scientists likely mutter and sip their coffee.
Key Red Flags:
- Algorithm Selection Bias – If you pick problems that inherently favour quantum annealing, you’re bound to win.
- Limited Comparability – Unlike universal quantum processors, D-Wave’s systems may not be great at performing arbitrary computations, making apples-to-apples comparisons with gate-based quantum computers unfair.
- Artificial Problem Scaling – Some benchmarks show quantum advantage only when problems are inflated to sizes where classical solvers struggle.
So, is D-Wave truly pioneering, or is it simply setting up winnable experiments?
The truth likely lies somewhere in between. It is certainly pioneering, and it is winning business, the technology will unfold as the market for Quantum heats up.
Tech Showdown: D-Wave vs. The Competition
Quantum computing isn’t a one-size-fits-all industry.
Each company has its niche.
Here’s how D-Wave stacks up against the competition:
D-Wave
Quantum Annealing, Best for optimisation problems; relatively stable qubits. Not a “universal” quantum computer; limited applicability for all types of potential use but a strong market foothold in optimisation with a growing customer base.
IBM
Gate-Based Qubits, Strong roadmap; working towards error correction. Still faces high error rates and decoherence issues - big enough to ride the wave and playing the long game as IBM so often does.
IonQ
Trapped Ions, High qubit connectivity and long coherence times., Slow gate operations compared to superconducting qubits, potentially more scalable.
Quantinuum
Trapped Ions & Error Correction, Advanced error correction; enterprise-friendly. Percieved s expensive and limited access is a constant comment.
IQM
Superconducting Qubits (Focus on On-Prem Solutions) Tailored hardware for specific industries. Lacks cloud accessibility compared to IBM and D-Wave.
(I am not going to list all of the platforms here - although I probably should in the future)
Each company has its niche.
D-Wave’s focus on annealing makes it a great tool for optimisation tasks (like logistics, portfolio optimisation, and drug discovery), but it probably won’t be cracking RSA encryption or running Shor’s algorithm anytime soon.
At least I don’t think so, but then with the current pace of innovation, I am prepared to be surprised.
I think it is also quite acceptable for D-Wave to focus on its commercial strengths.
Follow the Money: D-Wave’s Financial Pulse
D-Wave went public via a SPAC (Special Purpose Acquisition Company), a route often chosen by firms seeking rapid funding without the scrutiny of a traditional IPO.
SPACs tend to raise investor skepticism.
Some have called them “bear market BS” or a “pump and dump mechanism.”
In D-Wave’s case, a SPAC likely provided fast access to capital without the challenges of a standard public listing.
1) Key Financial Indicators:
- Revenue Growth: $8.8 million in 2024—flat year-over-year.
- Bookings: Up 128% YoY to $23.9 million in 2024.
- Customer Base: Increased slightly from 133 (2023) to 135 (2024), reflecting slow but steady market penetration.
- 2025 Outlook: Expected Q1 revenue to exceed $10 million.
While bookings surged, converting them into revenue remains a challenge.
This is a common issue in quantum computing—hardware alone doesn’t deliver full customer solutions.
2) Liquidity & Balance Sheet:
- Cash Balance (Dec 2024): $178 million
- Current Cash (2025): Over $300 million
- Debt Repayment: Cleared $50 million secured term loan
- Equity Financing: Raised $307.5 million via ATM and ELOC programs
D-Wave has substantially improved its liquidity position through equity financing.
However, this dilution could raise concerns among shareholders.
The elimination of the term loan improves its debt position, making it less financially leveraged and able to conduct some savvy M&A which is probably what it needs to grow.
3) Annual Reports and Earnings Calls
Lets look at the last annual report - although 2023 is an EON ago in the Quantum world, the their last four successive earnings call results.
Observations:
D-Wave has not yet translated its growing bookings into proportional revenue growth. The company’s ability to successfully convert these bookings into revenue will be crucial in determining whether it can sustain and accelerate growth against other competition in the market.
4) Profitability & Margins:
- GAAP Gross Profit: $5.6 million (+20% YoY)
- GAAP Gross Margin: 63% (up from 52.8%)
- Net Loss: ($143.9 million), widening from ($82.7 million) in 2023
- Adjusted Net Loss: ($75.6 million), showing some improvement
Gross margins are improving, but heavy losses remain.
A $68.3 million non-cash charge related to warrant re-measurement significantly impacted net losses.
Excluding this, the adjusted net loss suggests some financial stability, but D-Wave remains a heavily loss-making company which shouldn’t come as a surprise as thats the position of most companies in this sector.
4) Operating Expenses & Cost Management
- GAAP Operating Expenses: $82.8 million (3% decrease from 2023)
- Non-GAAP Adjusted Operating Expenses: $62.4 million (3% increase from 2023)
Observations:
The company has made some cost reductions in stock-based compensation, insurance, and professional fees, but its overall operating expenses remain high. Investments in research and go-to-market strategy continue to weigh on profitability and are likely to continue to do so.
5) Market & Competitive Positioning
Announced quantum computational supremacy with Advantage2™ processor.
We have covered how this was a camel race, but still fastest camel in a camel race still has its advantages.
Secured key partnerships (e.g., Julich Supercomputing Centre, Japan Tobacco, Carahsoft for public sector expansion) and its bookings growth suggests strong customer interest despite relatively flat revenue growth which would be broadly market aligned.
Summary Outlook:
Strengths:
- Best-in-class for quantum optimisation: Clearly its gaining traction and even offering swop outs for other platforms.
- Steady customer adoption: Whilst not quite lifting the roof on revenues its customer acquisition is stable and consistent.
- Growing AI optimisation market: AI is going to need a whole lot of optimisation and there is likely to be a lot of AI to be optimised.
- Ramping up sales - 600% increase in commercial team members
- Experienced team - A high retention rate among its peers
Risks:
- Profitability Concerns: D-Wave, like most quantum firms, burns cash at a high rate.
- Revenue Conversion: Bookings must translate into realised revenue.
- Equity Dilution: Possible over-reliance on ATM and ELOC financing.
- Competitive Pressure: Traditional quantum leaders (IBM, Microsoft, Google) and emerging startups pose threats.
- Ability to become truly useful: Ability to secure significant technology partnerships, acquire complimentary technologies and expand the customer value proposition.
The success of its Quantum Uplift program and hybrid quantum applications will determine its ability to convert interest into sustainable revenue streams.
Capability to Execute Sales
D-Wave ” Offers incentives to dissatisfied organisations toward the purchase of a D-Wave Advantage system that will enable them to pursue groundbreaking research and novel AI applications ” - (From their website) indicating that they already have a swop out program for customers that may be unhappy with other vendors.
Generally you do not offer a swop out option unless you know other customers are unhappy with their choices while your tech remains capable of delivering.
The company has been investing heavily in sales and business development, increasing its sales team by 600%.
This suggests that a viable solution and strong use cases are driving commercialisation growth.
However, despite this aggressive expansion, their overall hiring volume remains relatively conservative.
The average tenure at our company is 3.3 years—comparable or better than key competitors such as Rigetti Computing (3.5 years), IonQ (1.8 years), and Quantum Computing Inc. (2.4 years), IQM (2.3 Years) .
While these differences may seem small, they may have a meaningful impact.
When entering the market, an experienced team is a strategic advantage.
While one could argue that IQM and IonQ have recently expanded their workforce to accelerate growth, none have achieved a 600% surge in sales capability—except for D-Wave - and they would seem to be paying top dollar to attract a top flight team.
Key Risks & Challenges
The company remains far from breakeven and continues to rely on external funding. However, this is typical for the industry at this stage. As long as the company is growing—which it appears to be—and maintaining a prudent cash position (which seems to be the case), this concern should not weigh too heavily in a growth-driven market.
Revenue Conversion from Bookings
While bookings have surged, actual revenue growth remains slow.
The challenge here is that quantum computers alone do not constitute a full customer solution.
IonQ recognised this and strategically acquired ID Quantique, knowing that IDQ would generate much-needed revenue from the Quantum Secure Communications Sector while also strengthening its enterprise solutions offering.
While D-Wave is undeniably a strong player in quantum optimisation, remaining too narrowly focused could leave it vulnerable.
If competitors develop a broader, more integrated ecosystem of solutions, they could increase perceived customer value and leave D-Wave struggling to keep pace.
Equity Dilution
Heavy reliance on At-the-Market (ATM) offerings and Equity Line of Credit (ELOC) financing could erode shareholder value over time.
Competitive Landscape
D-Wave is operating in a highly competitive space, facing both established quantum giants (IBM, Microsoft, Google) and a rapidly growing wave of startups.
The company is effectively “swimming with sharks.”
While the team quite rightly leverages its Optimisation advantage to gain a hand hold in a growing Quantum market, getting a hold in an industry is a step away from market domination.
To secure a dominant position, it will likely need to expand beyond a sole focus on optimisation and diversify its quantum offerings to expand customer value.
Strengths
D-Wave excels in quantum optimisation, a critical and high-value problem across industries. Optimisation for AI, in particular, is a rapidly growing sector where D-Wave is gaining traction.
As companies become more aware of quantum’s potential, demand for reliable, specialised platforms like D-Wave’s will likely increase.
Growth Strategy
Optimisation is just one front in a much larger battle for quantum realisation in enterprise.
The industry is evolving into a multifaceted platform and value delivery war.
While annealing (D-Wave’s core quantum computational process) is effective, it is not the only viable quantum approach.
Betting everything on a single technology—especially when ion-trap, photonic, and superconducting quantum platforms are emerging as cost-effective alternatives—could be a strategic misstep.
If quantum computing is indeed a “horses for courses” race, D-Wave may need to reconsider its position.
Instead of being a single competitor in the race, it might be wiser to act as a “stable owner” by acquiring complementary technologies across the quantum value stack.
This would enable the company to offer a more comprehensive, commercially viable quantum solution and may enhance its long-term sustainability.
Optimistic Buy
D-Wave has made meaningful strides in financial efficiency, improving gross margins and reducing operating expenses, while securing a solid cash position through strategic financing.
The company remains in a high cash-burn phase, but that is all Quantum platform companies at the moment.
Potential investors should probably closely monitor revenue conversion, cost structure, and the potential for further equity dilution.
While the quantum computing market holds immense promise, D-Wave must demonstrate sustained growth and cost discipline to justify long-term confidence, likely requiring a breakout from its annealing niche or a firm doubling down.
D-Wave has played a pivotal role in bringing quantum computing into the commercial realm. However, the nature of its test environments and its specialised focus raise important questions.
Quantum purists argue that while quantum annealers excel at specific optimisation tasks, they do not represent a general-purpose quantum computing breakthrough.
Investors and enterprise adopters should remain mindful of both the potential and the limitations of D-Wave’s approach.
If you’re seeking a quantum company capable of running arbitrary algorithms and scaling toward fault-tolerant computing, D-Wave may not be the ideal choice. However, for businesses focused on optimisation problems, it could be the perfect partner.
That said, it’s crucial not to mistake a well-engineered test environment for true quantum supremacy-whether from D-Wave or any other company making such claims.
Instead, focus on the specific problem you need to solve and select the right technology for the challenge.
D-Wave is well-positioned to continue growing its customer base in optimisation, particularly in AI-driven applications, where demand is expected to rise.
This may require investment in networking, enablement technologies, and potentially alternative processing capabilities if it becomes evident that annealing alone cannot meet broader quantum computing demands.
For the short term there is probably enough business available for D-Wave to position itself as a category leader in optimisation and lead annealing (which it already is).
The Optimistic Buy
Looking at the technical papers, financial results, and competitive landscape, D-Wave’s strengths in optimisation are clear, but so are its limitations.
The key question is whether it can evolve beyond annealing into a broader quantum solutions provider—or whether it risks being boxed into a niche as the industry moves toward more general-purpose quantum computing leaving D-Wave as a niche player.
D-Wave operates in a high-growth market with a strong product offering, proven use cases, and a growing customer base.
Continued customer traction-combined with strategic acquisitions and partnerships- could support a strong long-term hold.
D-Wave should probably be looking for strategic partnerships and acquisition partners while the market is cheap to extend its offerings.
Written for MBA International Business - Evaluate a tech stock module RBS 2025.
