Full Stack Quantum Software And Hardware Access Will Shape Future Earnings Potential

Catalysts

About Horizon Quantum Holdings

Horizon Quantum Holdings develops software and tools that aim to make quantum computers usable for real world computational problems.

What are the underlying business or industry changes driving this perspective?

• The early access rollout of Beryllium, an object-oriented quantum programming language, is designed to let a broader pool of developers build more complex quantum applications. This can support future revenue generation once usage moves onto a paid model and increase the potential software mix in overall earnings.
• Horizon Quantum’s focus on full stack software, from low level control through Hydrogen to higher level abstractions, is aligned with the wider move toward practical quantum advantage in industry. This can influence long term pricing power, gross margins and eventual operating leverage if its tools become embedded across hardware platforms.
• The planned expansion of the hardware testbed, with Ember-1 live in Singapore and a 256 qubit IonQ system expected in Dublin in 2027, positions the company to address demand for more capable quantum systems. This can support higher value workloads and over time affect revenue scale and the path to improved net margins.
• Growing use of advanced AI and agentic systems inside Horizon Quantum to accelerate research output and application development is part of a wider shift toward autonomous scientific discovery. This can shorten development cycles, moderate R&D intensity relative to progress and influence earnings potential once commercial offerings are introduced.
• The dedicated quantum applications team, which targets a small number of high value problems in three industries, reflects a broader trend toward domain specific quantum solutions and is intended to create directly monetizable use cases. This could have a direct impact on future revenue pathways and operating margin structure when the company begins to charge on a cost per use basis.

Assumptions

How have these above catalysts been quantified?

• Analysts are assuming Horizon Quantum Holdings's revenue will grow by 2571.0% annually over the next 3 years.
• Analysts are not forecasting that Horizon Quantum Holdings will become profitable in next 3 years. To represent the Analyst Price Target as a Future PE Valuation we will estimate Horizon Quantum Holdings's profit margin will increase from -73648797.1% to the average US Software industry of 11.3% in 3 years.
• If Horizon Quantum Holdings's profit margin were to converge on the industry average, you could expect earnings to reach $377.8 thousand (and earnings per share of $0.01) by about August 2029, up from -$128.9 million today.
• In order for the above numbers to justify the price target of the analysts, the company would need to trade at a PE ratio of 4554.9x on those 2029 earnings, up from -7.0x today. This future PE is greater than the current PE for the US Software industry at 30.7x.
• Analysts expect the number of shares outstanding to grow by 7.0% per year for the next 3 years.
• To value all of this in today's terms, we will use a discount rate of 8.28%, as per the Simply Wall St company report.

Risks

What could happen that would invalidate this narrative?

• Horizon Quantum Holdings remains in a pre revenue phase and explicitly avoids proof of concept services work, so a slower than hoped transition from early access users to paying customers could delay the point at which its tools start to generate recurring revenue.
• The company is increasing R&D and G&A expenses to build out its platform and public company infrastructure, while the broader quantum computing sector is still working toward practical quantum advantage. This could keep operating losses and pressure on net margins elevated for an extended period.
• Horizon Quantum’s model depends heavily on external hardware progress and broad industry adoption of quantum computing, so any delay in the arrival of useful quantum hardware or slow uptake by target industries could limit the scale of future earnings from its software stack.
• Frequent remeasurement of warrant related derivative liabilities tied to movements in the Horizon Quantum share price introduces significant volatility into reported net income. This can obscure underlying operating performance and affect how investors assess earnings quality.
• The company is investing to widen collaborations with hardware and control system partners while other large technology companies also build their own quantum software stacks. If Horizon Quantum fails to become the default layer across hardware platforms, it may face constraints on revenue growth and long term margin potential.

Valuation

How have all the factors above been brought together to estimate a fair value?

• The analysts have a consensus price target of $20.5 for Horizon Quantum Holdings based on their expectations of its future earnings growth, profit margins and other risk factors.
• In order for you to agree with the analysts, you'd need to believe that by 2029, revenues will be $3.3 million, earnings will come to $377.8 thousand, and it would be trading on a PE ratio of 4554.9x, assuming you use a discount rate of 8.3%.
• Given the current share price of $16.77, the analyst price target of $20.5 is 18.2% higher.
• We always encourage you to reach your own conclusions though. So sense check these analyst numbers against your own assumptions and expectations based on your understanding of the business and what you believe is probable.