PriceSensitive

Is the Quantum Leap in AI Coming Now? AMD, Infineon, Aqarios Quantum, IBM and D-Wave in the Spotlight

Contributors & Collaborations
20 October 2026 23:38 (EDT)

Source: Pixabay

AMD and Infineon: The AI boom creates dream profits

What volatility in the chip sector! Down 7% on average the day before yesterday – back up halfway yesterday! But is the sector correction already over, probably not? After all, technical analysts, in particular, doubt the sustainability of overheated prices, although fundamental models calculate significant medium-term upside potential. US chip designer AMD made a conspicuous push into the ultra-fast memory and AI solutions market with impressive momentum, increasing Q2 revenue by 50% year on year to USD 11.54 billion. Despite heavy investment, the Californian company steadily improved its financial firepower and posted a record free cash flow of USD 1.56 billion in Q2. While Wall Street celebrates the operating performance with Buy recommendations and analysts such as Bernstein Research set a price target of USD 650, the stock is characterised by volatile daily price jumps. Observers attribute all this to rising interest rates and macroeconomic disruption. War-induced supply chain problems could also affect the operating margin in the short term. However, with prices around USD 538, the consensus among LSEG analysts remains USD 626, about 16% higher. German semiconductor group Infineon is also benefiting from this exceptional boom, increasing its quarterly revenue by 13% to an impressive EUR 4.17 billion. With a strong segment result margin of 19.1% and a massive free cash flow turnaround to a positive EUR 599 million, the Munich-based company demonstrated an extremely robust operating position. By comparison, AMD, an aggressive chip designer, is fighting on the front line of the AI arms race, while Infineon acts more as a defensive beneficiary in the background. After all, the German company primarily supplies indispensable energy-efficiency infrastructure and power semiconductors essential to operating and cooling modern server facilities. The current share price correction to around EUR 50 pushes the 2027/28 P/E ratio down to an attractive 13.4. The stock has rarely been this cheap in the past 10 years.

D-Wave Quantum: Initial deliveries attract considerable attention

The high-tech industry is in a crucial transition phase, as quantum systems move from pure research laboratories into physical, industrial practice. The establishment of local quantum hubs in Europe is also strengthening technological sovereignty in the global race for the computing power of the future. On the software side, new, platform-independent interfaces already enable the seamless integration of classical algorithms and quantum-based optimisation for industry. A valuable symbiosis is also emerging, in which artificial intelligence helps with error correction in sensitive quantum hardware, while the hardware in turn accelerates AI models. Canadian quantum pioneer D-Wave is attracting worldwide attention with the first physical deliveries of its latest-generation technology. Under the name VoltaB1, the company refers to its latest installation in Europe. It is an Advantage2 quantum computer that is now operating in Lombardy. The system was financed by Swiss Quantum Technology SA (SQT) and is intended to support the Italian Q-Alliance initiative. The initiative aims to build one of the world’s most powerful quantum hubs and an open, sustainable ecosystem in northern Italy. Under this agreement, SQT has secured half of the system’s capacity for 5 years and also holds an option to purchase it outright. The Advantage2 quantum computer has more than 4,400 qubits and is specifically designed for quantum and hybrid quantum applications. Customers can access the system located in Como through D-Wave’s “Leap quantum cloud service”. According to those responsible, this physical infrastructure marks a historic milestone, as European companies and research institutions previously had to rely on cloud servers in the US or elsewhere for this computing power. D-Wave’s move to install real systems on site shows the technology has moved from laboratories directly into commercial practice. 15 out of 18 analysts on the LSEG Refinitiv platform give it the thumbs up and expect, on average, a near-tripling from USD 11.8 to USD 34.5 over the next 12 months. Wow!

Aqarios Quantum Technologies: Google makes quantum computing more practical

German-based start-up Aqarios Quantum Technologies has already secured initial partnerships with industry and is benefiting from technological leaps by tech giants. Google Quantum AI is generating excitement with its latest technological breakthrough. Its Willow processor demonstrated that the so-called “Magic State Cultivation” method can reduce existing errors in the generation of important quantum states by a factor of 40. The work, published in the scientific journal Science, addresses a bottleneck that has persisted for around two decades, as generating sufficiently precise “Magic States” can consume a large share of available computing capacity. If this resource requirement can be reduced further, more computing power could be available for real applications in the future, and the development of practical, fault-tolerant quantum computers could gain momentum. This development could decisively advance the commercialisation of quantum computing and also play into Aqarios Quantum’s hands. The Munich-based company does not develop quantum processors, but builds the important software that allows the new computing power to be harnessed for industrial applications. And this is the strategic starting point: the more powerful, reliable and cost-effective quantum computers become, the more attractive their integration into complex industrial optimisation processes becomes. At the most recent International Investment Forum (IIF), CEO Michael Lachner discussed future prospects.
For Aqarios, this development is particularly relevant because the company has positioned itself with its Luna platform at the interface between complex industrial problems and different computing technologies. This is intended to let customers tackle demanding optimisation tasks without needing in-depth quantum expertise. Mature quantum hardware could broaden the range of such tasks and make additional use cases economically attractive, for example in production planning, logistics, resource allocation or industrial process optimisation. The company combines quantum methods with artificial intelligence and classical optimisation algorithms, enabling it to deploy the appropriate technology depending on the problem at hand. This hybrid approach is a key advantage because it reduces dependence on a single technology and enables practical applications even before the ultimate breakthrough of quantum computing. CEO Michael Lachner explained this strategic direction, saying that although quantum computing was the most powerful tool in the portfolio, AI-supported and classical methods were currently being used where quantum solutions were not yet the right choice. With reference customers such as IBM, BASF, MTU, E.ON and Schaeffler, Aqarios already has important links to industrial users that could benefit from more powerful solutions. Nevertheless, the Google announcement is no guarantee that Aqarios will immediately generate higher revenues: new technical challenges still need to be overcome before fault-tolerant quantum computers can be used commercially on a broad scale. However, ongoing hardware development could expand the market for specialised quantum software and increase the strategic importance of independent software providers. Such advances give Lachner’s stated goal of positioning Aqarios early for the expected upturn an additional technological foundation. Aqarios shares therefore remain highly attractive to investors, as despite the company’s early stage of development they have a built-in “rocket function”, stemming from its strong positioning and still-low valuation of around EUR 42 million. If the industry gains momentum similar to the chip sector, the numbers could be very different. Highly exciting!

Conclusion

Quantum computing is likely to make inroads into business operations considerably faster than the 15 to 20 years Nvidia CEO Jensen Huang still expected at the beginning of 2025. Surprised by the strong momentum, he fundamentally revised his stance as early as summer 2025, declaring that the sector had now reached an “inflection point” and that the technology was advancing much faster than anticipated. Progress at Google Quantum AI supports this thesis. For risk-tolerant investors, the quantum AI sector could soon open the next fundamental growth chapter beyond overheated tech stocks. Germany’s Aqarios Quantum Technologies is among the frontrunners and is valued at only a fraction of other industry players.

Conflict of interest

Pursuant to §85 of the German Securities Trading Act (WpHG), we point out that Apaton Finance GmbH as well as partners, authors or employees of Apaton Finance GmbH (hereinafter referred to as “Relevant Persons”) currently hold or hold shares or other financial instruments of the aforementioned companies and speculate on their price developments. In this respect, they intend to sell or acquire shares or other financial instruments of the companies (hereinafter each referred to as a “Transaction”). Transactions may thereby influence the respective price of the shares or other financial instruments of the Company. In this respect, there is a concrete conflict of interest in the reporting on the companies. In addition, Apaton Finance GmbH is active in the context of the preparation and publication of the reporting in paid contractual relationships. For this reason, there is also a concrete conflict of interest. The above information on existing conflicts of interest applies to all types and forms of publication used by Apaton Finance GmbH for publications on companies.

Risk notice

Apaton Finance GmbH offers editors, agencies and companies the opportunity to publish commentaries, interviews, summaries, news and the like on news.financial. These contents are exclusively for the information of the readers and do not represent any call to action or recommendations, neither explicitly nor implicitly they are to be understood as an assurance of possible price developments. The contents do not replace individual expert investment advice and do not constitute an offer to sell the discussed share(s) or other financial instruments, nor an invitation to buy or sell such. The content is expressly not a financial analysis, but a journalistic or advertising text. Readers or users who make investment decisions or carry out transactions on the basis of the information provided here do so entirely at their own risk. No contractual relationship is established between Apaton Finance GmbH and its readers or the users of its offers, as our information only refers to the company and not to the investment decision of the reader or user. The acquisition of financial instruments involves high risks, which can lead to the total loss of the invested capital. The information published by Apaton Finance GmbH and its authors is based on careful research. Nevertheless, no liability is assumed for financial losses or a content-related guarantee for the topicality, correctness, appropriateness and completeness of the content provided here. Please also note our Terms of use.

Stockhouse does not provide investment advice or recommendations. All investment decisions should be made based on your own research and consultation with a registered investment professional. The issuer is solely responsible for the accuracy of the information contained herein. For full disclaimer information, please click here.

Related News