The rivalry between China and the US intensifies! The rare earths industry emerges as a "game-changer"—how should investors respond?
Quantum computing has become the "new darling" of investment; how to deploy it?
In 2024, there will be only “quantum computing” for investment focus that can compete with “artificial intelligence”!
Everyone knows, $Alphabet-C(GOOG.US)$ A recently launched quantum chip called “Willow” claims to be able to perform tasks that traditional supercomputers take 10 to 25 years to accomplish in a matter of minutes, and significantly reduce the error rate of evolution of conventional quantum computation.
This is due to the historical stress in the field of quantitative computing. After the news came out, the share of related Concepts increased by 5%, and the share of related Concepts increased significantly, including manufacturers of Small Volume Computers: $IonQ Inc(IONQ.US)$ , $Rigetti Computing(RGTI.US)$ , $D-Wave Quantum(QBTS.US)$ Etc., where IonQ shares hit new highs, and Rigetti's share price doubled in December...
The rise to power of quantum computing seems to bring exciting investment opportunities!
So, what exactly is quantum computing? How many cows does it have? What stage are you currently in? How much room for development is there in the future? Which companies are worth paying attention to and layout? Is it short fried or long fried? Having figured out the above questions, we will start investing again soon. Today's opportunity to teach speed lessons will be discussed with everyone.
Learn Quantum Computing Quickly
1. Quantum Computing Development Stage

Fundamentals of Quantum Theory (1900-1980)
The rise of quantum technology dates back to 1900, when the quantum theory was first proposed by scientist Max Planck, who believed that energy was not continuously emitted but emitted in discrete packets of the quantum, a quantum hypothesis that laid the foundation for quantum mechanics. Later scientists, including Einstein, Paul, Neumann, etc. explored on this basis.
By the time of the PhysComp Conference in 1980, many physicists, computer scientists, and scientists were able to promote the scientific exchange of quantum computing, an important milestone in the field of quantitative computing.
The emergence of quantum computing (1980-1994)
Between 1980 and 1994, quantum computing became a unique field of study where scientists such as Richard Feiman, Paul Benioff, and David Doichi laid the foundation for quantum computing models, demonstrating the potential benefits of using quantum mechanics for calculations.
Evolution of quantum algorithms (1994-2000)
In the space of just six years, scientists Schühl and Grover developed the Short and Grover's Theorem, which further demonstrated the power of quantum computing, broadening the advantages of quantitative computing over classical computers, resulting in interest and investment in the field of quantitative computing.
Quantum Computing Competition (2000—2021)
AFTER 2000, QUANTUM COMPUTING BEGAN TO ENTER A TRULY REVOLUTIONARY ERA, ALSO REACHING KEY NODES OF APPLICATION.
First, researchers of this period explored various methods for constructing quantum computation, including triggered ions, superconducting qubits, topological qubits, and more. Each calculation method had its own advantages and challenges.
Second, in 2011, the Canadian company D-Wave Systems announced the construction of the first commercially available quantum computer, D-Wave One.
Coming into 2019, the Technology Yokho Valley brand has realized the right amount of time, the self-developed Sycamore processor can solve a task that takes about 0.01 million years to complete on a Classic Supercomputer in 200 seconds. This major advance is now known as the first launch of an artificial satellite or the first flight of a drone.
Rapid development of quantum computing (2021-2024)
Starting in 2021, various countries and governments, as well as our Technology giants, began to invest more, with IONQ becoming the first listed company in the mass computing sector, at the same time as companies such as Honeywell, Xanadu, Psiquantum, and launched a new wave of investment in the volume computing sector.
Google Willow chip (December 9, 2024)
The latest development, which is the release of a new Willow Quantitative Chip, has led to a surge in the share of the related concept. The company launched an analysis of the quantitative computing industry by using quantitative computing to become the focus of the investment market.
After cleaning up the development history of quantum technology, we can draw a simple conclusion: quantum computing is on the rise and breakthroughs from the technical level to the application level are rapidly being achieved. So, what are the advantages of quantum computers over traditional classical computers? How will it affect our lives?
2.Quantity Computer PK Classic Computer
To put it simply, a many-sized computer is not just a computer that is ten times as powerful as it is, it is a new form of computing that solves problems that classical computers cannot solve forever.
Why are there such advantages? The main reason is to use the multiplication and multiplication of quantitative dynamics, based on the basis of quantitative dynamics. The basic unit of quantitative computing is qubits, which can be multiplied by 0 and 1 at the same time. The basic component of classical Computers is the classical bit, which can only be represented by two states 0 or 1.
For example, if the classical bit is a “switch”, this switch has only two states “on” and “off”; but the quantum bit is like a knob on a radio, which can be adjusted to an infinite number of states between “on” and “off”, which makes quantum computing work simultaneously Multiple compute tasks to achieve index level acceleration when dealing with certain specific problems.
PK Project | Quantitative Computer | Classic Computer |
Calculation unit | Quantum bit (bit) | Classic bit (qubit) |
Status of a single bit | Overlay or entangle between 0-1 | 0 or 1 |
Computational Capability | 2^n | n |
Why, how is a natural computer so good that it is not a complete replacement for the classic computer?
In fact, in order to maintain the working state of a large number of Computers, the elements must be precisely arranged so that they are able to produce the same vibration of production, this is called work analogy. However, an extremely small and extremely sensitive deposit, whether it is the smallest of different substances in the external world, or the smallest trace of humans at a time, can lead to the development of the primordial matrix, which causes the loss of this kind of affinity to produce the same amount of trace elements, and the entire computational process can be corrupted.
This is the main problem facing computers of the future--it's easy to make errors in computation, and the more bits, it's easy to make errors.
So, at the mention of the calculated error rate, you probably immediately think of Google's Willow chip, which seems to have a new breakthrough?
How many cows does willow have on Google?
First, let's review Williow's two major technical breakthroughs:
1. Output error rate index level drop
Simply put, the more quantum bits Willow uses, the lower the error rate. Google tested an expansion from a 3x3 encoded quantum bit grid to a 5x5 quantum bit grid, then expanded to a 7x7 quantum bit grid, and found that error rates decreased by a factor of magnitude as quantum bits were increased. This breakthrough solves a key challenge in the field of quantum error correction for almost 30 years.
2. Calculate speed to recreate the peak
Willow has a total quantum bit of 105, and a standard calculation can be performed in 5 minutes, and the most damaging superclassic computer now takes 10 to 25 years, and Willow's visible power is just as powerful. From this diagram below, we can also see very intuitively Willow's computing power, not only far beyond classical computers, but far beyond other quantum computers.

Quantum Computing Investment Ideas
Well, speaking of so many advantages and major breakthroughs of quantum computing. How can quantum computing help us? What are the guidelines for investing behavior?
AT PRESENT, THE IMPACT OF QUANTUM COMPUTING IN COMPUTATION-INTENSIVE FIELDS AND IN THE FIELD OF NETWORK SECURITY IS MORE EVIDENT.
For example, in materials science, drug development, and weather simulation, quantum computing can accelerate the application of these fields with its powerful simulation and computational capabilities. For example: the design and screening of drug molecules simulate long-term dependence calculations, but the existing classical computational ability is difficult to comprehensively simulate complex quantum forces between molecules, and the emergence of Willow may be able to directly implement complex biomolecular modeling in medicine, reducing R&D time costs and R&D difficulty.
OF COURSE, THE IMPACT OF QUANTUM COMPUTING IS NOT AN ABSOLUTE POSITIVE ONE, AND IT CAN ALSO HAVE A HUGE IMPACT ON EXISTING CYBERSECURITY.
The appearance of Willow, which almost announced that existing cryptographic systems based on mathematical puzzles will no longer be secure in the next 30-50 years. In order to protect against the potential threats posed by quantum computing, industries around the world need to accelerate the development of quantum resistance technology, which is also a new opportunity and challenge in the field of cybersecurity. Battles, at least related quantum cybersecurity companies (such as SEALSQ Corp and Arqit Quantum), are investment targets that deserve our attention.
What are the companies that count for in volume computing? Mooers can open FutuBullApp-Market-US-Stockholder-Investor-Quantitative Calculator-Market-US-Stock-Investor-Volume-Computing Concept, follow Related Concepts, follow Related Concepts, learn about the latest investment moves.

Top 10 Related Concept Stocks and ETFs
Understand the development stages and advantages of quantitative computing, and then select the relevant Industry Chain stocks to determine the direction of our investment. With different quantitative technologies, the advantages of each batch technology differ depending on the background and business direction of each company, so we can be very comparable to ensure that our investment path is more accurate.
Superconducting Quantum Technology Representatives: Google, Rigetti Computing, IBM Corp
1. $Alphabet-C(GOOG.US)$
QUANTUM COMPUTING BUSINESS: GOOGLE FOCUSES ON DEVELOPING QUANTUM COMPUTERS AND RELATED ALGORITHMS TO DRIVE THE APPLICATIONS OF QUANTUM COMPUTING IN AREAS SUCH AS ARTIFICIAL INTELLIGENCE, MATERIALS SCIENCE AND OPTIMIZATION PROBLEMS. The quantum technology used by Google is superconducting quantum bits, it has the advantages of faster operation speed and high scalability, and the disadvantage is poor coherence and sensitivity to the environment. And the newly released Willow chip, making huge advances in coherence, is a major boon for Google.
Investment Outlook: As a veteran technology powerhouse, Yaoka has a natural cash advantage and technical advantages. Add up the mileage points of the supernumerary computing field beyond the achievements on the Sycamore Computer and Willow chips. If you do not need a Computer with millions of Bitts in existence, the probability of a Mayan is the greatest. In the long run, however, whether a particular investment component is calculated is a more stable choice.
2. $Rigetti Computing(RGTI.US)$
Quantitative Computing Business: Rigetti, the NVIDIA of Quantitative Computing, is a comprehensive quantitative computing company focused on developing quantitative subcomputers and cloud computing platforms. Like Rigetti and Yuka, they use superconducting subcomponents as the basis for computing. This technology has the advantages of high precision, fast operation, strong expandability, and is particularly suitable for complex computing, for example, for optimization problems, machine learning, materials science and so on.
Investment perspective: Rigetti has a comprehensive technology solution from bulk hardware to software, and can provide an integrated solution, allowing customers to access query computing resources through its cloud computing platform (Forest). This enables Rigetti to better meet customer requirements and match competitive advantage in the field of quantitative computing. Currently, Rigetti has gained the support of major customers such as NASA, the US Air Force and HSBC, and the upcoming volatility is no less than that, Rigetti's current market PS has reached 402bp. On the one hand, the market expects Rigetti's high prospects, and on the other hand, it is reversing the upcoming share price to a high, at all times. It is possible to anticipate the fluctuations and risks of the head.
3. $IBM Corp(IBM.US)$
Quantitative Business: As an early discoverer of quantitative computing, IBM introduced multi-scale subprocessors including QiKit, Hummingbird, and Eagle to launch IBM Quantum Experience, allowing client cloud access to IBM's metering computers. Recently, a new batch computer has been launched, capable of running batch lines containing up to 5000 dual-volume Bitgate operations. Analysts have called the advantage in the volume chain to go beyond the valley.
INVESTMENT OUTLOOK: IBM's CSI Leading Technology Index, brand and market visibility are stronger, and the momentum in this area will be particularly strong with the development of quantitative computing. IBM's performance was relatively modest in this one fell swoop.
Quantum annealing technology representative: D-Wave Quantum
4th. $D-Wave Quantum(QBTS.US)$
Quantum computing business: D-Wave is the world's first supplier of commercial quantum computers and a pioneer in the field of quantum annealing. D-Wave's systems are primarily used in areas such as finance, logistics, and machine learning, and have been certified by the U.S. Department of Defense for procurement, and are highly influential in government and corporate collaboration.。
Investment Outlook: D-Wave focuses on quantum annealing technology. The biggest advantage of quantum annealing is the “optimization problem” to find the best solution. As a result, D-Wave has a unique market position in some specific applications, such as in the areas related to machine learning and operations planning. In addition, D-Wave is a pioneer in the commercialization of quantum computing, which has enabled it to attract enough enterprise users and partners to provide steady support for long-term growth. It should be noted that the valuation of the company is also very high, currently 259.74 times, suggesting greater investment risk.
Photo-quantum technology representative: Quantum Computing
5. $Quantum Computing(QUBT.US)$
Quantitative Computing Business: Quantum Computing is an integrated optics company established in 2021, specializing in the development of quantum processors and quantum field technologies. The introduced Dirac quantum computing equipment, which is widely applied in the fields of artificial intelligence, cybersecurity and remote sensing, shows advantages over other mass hardware technologies. Out there, QUBT has redeveloped innovative products such as Quantitative Random Number Generator (UQRNG) and Quantitative Certification Equipment, with a deep technical dimension and a wide range of applications.
INVESTMENT OUTLOOK: QUBT BENEFITED FROM THE EMERGENCE OF TECHNOLOGY INNOVATIONS AND THE MARKET HYPE OVER QUANTUM COMPUTING, WITH ITS SHARE PRICE UP 1772% THIS YEAR. It should be noted that QUBT was founded in 2021 until the beginning of the year 2021, and the company's operations depend on external financing. At present, revenues have not materialized, and it still takes some time to turn a profit. The current market sales rate of QUBT has reached an astonishing 5726.99 times, and it is clear that the market has exceeded expectations, and investors need to be aware of the risk of significant price fluctuations.
Plasma Technology Representative: Honeywell, IonQ Inc
6. $Honeywell(HON.US)$
Quantitative Computing Business: Honeywell developed metal-based quantitative computing technology to provide highly accurate quantized bits for the superconducting particle size of the canyon, the plasmatic expansion, and strong adhesion, which can greatly increase the accuracy and stability of the calculation Suitable for large-scale model subcomputation.
INVESTMENT PROSPECTS: HONEYWELL BEGAN EXPLORING THE FIELD OF QUANTUM COMPUTING IN 2018. AGAINST THE COMPETITIVE PRESSURE FROM TECH GIANTS GOOGLE, IBM AND OTHER STARTUPS, HONEYWELL'S ADVANTAGE IS LESS PRONOUNCED AND REQUIRES CONSTANT INNOVATION AND IMPROVED TECHNOLOGY LEVELS.
7. $IonQ Inc(IONQ.US)$
Quantum Computing Business: IonQ was one of the first companies to offer quantum computing via cloud services. It also focuses on ion trap technology, which has high quantum bit fidelity and stability, suitable for processing complex calculations such as applications in biopharmaceutical and engineering simulation. Currently, IonQ works with Aa Slycon collaborates in drug R&D and signs a $54.5 million collaboration agreement with the US Air Force Research Laboratory... In terms of quantum technology upgrades, IonQ already has two commercialized quantum systems with 25 and 36 quantum ratios, respectively Specifically, a system with 64 quantum bits is planned to be launched in 2025.
Investment Prospects: IonQ, a pioneer in quantum computing cloud services, has almost doubled year-on-year since 2021, with the latest Q3 revenue of $12.4 million in 2024, up 102% YoY, and if you add Q2 revenue, revenue for two quarters and even surpass the full year 2023, IonQ's growth is visible. Gradually, the market is also giving positive feedback on its valuation, and the share price has doubled since Q3 results. Of course, like all early quantum computing companies, IonQ is still in the high investment phase at the moment and has yet to achieve real profitability, and it is necessary to keep an eye on the risks of future growth.
Data storage and management solutions: Quinten
8. $Quantum(QMCO.US)$
Quantitative Business: Focused on providing data storage and management solutions, the DXI9200 blended data protection device stands out in terms of data storage and protection, delivering higher levels of network security, data compression, and custom expansion capabilities, charging fragmentation is now in large scale models Technical advantages in the field of data management and protection.
Investment Outlook: Although the company has made progress in technology and products, it is not profitable in actual operations. The current market sales rate is 1.2. Compared to several other companies, the market expectations for Quentin are significantly lower. In the future, it is necessary to pay attention to whether the company's revenue growth and operating conditions will improve, be alert in the short term Possibility of stock price pullback.
Quantum Security and Encryption: SEALSQ Corp, Arqit Quantum
9. $SEALSQ Corp(LAES.US)$
Quantitative Business: SEALSQ is a company specializing in quantitative security and anticipherical cryptography, focused on the development of cryptographic technologies for mass computing attacks. We have mentioned above that the development of quantitative computing is a huge blow to the current form of cybersecurity, which is why the quantum cryptography will be extremely important.
INVESTMENT OUTLOOK: SEALSQ Corp-developed anti-tamper crypto technology can be used to protect data and communications, and is widely used in a wide range of fields, including Finance, Medical, Government and Corporate Security, with minimal commercial value. From December 9 to December 24, SEALSQ Corp's increase of more than 1298%, can be seen after Willow's announcement, further enhancing the importance of the market for the development of antitumor technologies, and the long-term importance of SEALSQ Corps' technological innovation and development.
10. $Arqit Quantum(ARQQ.US)$
Quantitative Computing Business: Arqit specializes in mass encryption and secure communications solutions to provide security for Enterprise and Government Institutions. Arqit is currently developing a technology called bulk password distribution and bulk secure communications, so that communication links with any network device can withstand current and unformed network attacks.
Investment Outlook: Like SEALSQ Corp, Arqit Quantum is also a company that focuses on quantum security and encryption technology, only SEALSQ Corp is more focused on password management and data protection and Arqit is more focused on communication security, so the application areas and market positioning of the two companies will differ markedly. In terms of market sales, Arqit is now 1821.83 times higher, market valuation is soaring, and short-term risks need to be watched out for.
11. Topic ETF: $Defiance Quantum Etf(QTUM.US)$
However, if you do not want to spend too much on choosing a stock, you can invest in a lot of Quantitative Technology Concept shares on the theme ETF-Defiance Quantum ETF (QTUM).
The index tracked by QTUM is the BlueStar Quantum Computing and Machine Learning Index, which covers approximately 73 globally listed companies focused on the cutting edge of machine learning, quantum computing, cloud computing and other transformative computing technologies. At the end of Q3, QTUM's holdings reached 41.6% of QTUM's holdings, making it the most comprehensive ETF that currently contains “quantum computing” and deserves continued attention.
Investment Risk
In summary, these companies play an important role in the field of quantum computing, each focusing on different technology and market needs. It is likely that in the future there will be giant class companies that we will continue to watch patiently. However, it should be noted that quantum technology is still at an early stage of development, and there are still various uncertain risks, such as:
Technology bottlenecks: Faced with the challenges of quantum bit stability, scalability, error correction, and technological breakthroughs are uncertain, which can affect the company's development and profitability.
COMMERCIALIZATION DILEMMA: MARKET APPLICATION IS EARLY, CUSTOMER ACCEPTANCE AND MARKET DEMAND REMAIN CULTIVATED, COMMERCIALIZATION PROCESS IS SLOW, PROFIT OUTLOOK IS UNCERTAIN, AND RELIANCE ON ONGOING EXTERNAL FINANCING.
REGULATORY REGULATION: THE DEVELOPMENT OF QUANTUM COMPUTING CAN RAISE PRIVACY, SECURITY, ETHICAL ISSUES, ETC., IN A COMPLEX AND UNCERTAIN REGULATORY ENVIRONMENT, HIGH COMPLIANCE COSTS, AND LIMITED BUSINESS DEVELOPMENT.
Competitive pressure: Intra-industry competition, technology startups and new ventures are struggling to compete against market figures and technological advantages, and quantitative companies do not need to innovate, and the rules may be lost. Compared to the most advanced companies, such as IonQ Inc, Quantum Computing, Arqit Quantum, are basically small companies that have emerged in the last few years. Most of them do not realize real profits, lack basic support, and do not need to continue trading on a regular basis. Challenges of Creation. Therefore, when investing, we must work together to make a good prevention plan in advance, control good warehouse locations and avoid unnecessary losses.
Risk Disclosure: This content does not constitute research reports and is for reference only and does not serve as a basis for any investment decisions. The information referred to in this article is not a comprehensive description of the securities, markets or developments described. Although the source of information is considered reliable, the accuracy or completeness of the above is not guaranteed. In addition, the accuracy of any statements, opinions or predictions made in this article is not guaranteed.