WisdomTree

The New Gold Rush: Quantum Computing and the Battle for the Metals That Will Power It

Published November 9, 2026

Christopher Gannatti, CFA
Christopher Gannatti, CFA

Global Head of Research

Jonathan Flynn
Jonathan Flynn

Director of Market Strategy

Key Takeaways

  • Quantum computing’s commercial potential depends on advances in hardware, error correction and software that enable it to solve economically useful problems.
  • Quantum systems require specialized materials, while exploratory quantum research could help improve rare earth separation, though commercial results remain uncertain.
  • Investment opportunities extend across developers, metal producers, processors and infrastructure suppliers, each with distinct risks and paths to commercial viability.

Quantum computing and strategic metals may look like separate investment themes. One centers on machines that could tackle problems beyond the practical reach of conventional computers. The other concerns the physical materials and processing capabilities needed to build advanced technologies.

They are connected by a common question: where will economic value ultimately be captured? It could emerge among the developers building quantum systems, the businesses supplying specialized equipment or the companies processing essential materials. Understanding those connections requires looking beyond technological promise to the practical constraints that determine whether an innovation can become a viable business.

From Technical Milestones to Economic Value

Quantum computing offers the potential to solve certain problems that conventional systems cannot practically address, or to approach them with substantially greater efficiency. Those possibilities could matter for materials research, pharmaceuticals and energy. But the investment case depends on turning that potential into useful results.

A larger machine alone does not establish commercial readiness. Quantum systems must perform enough operations reliably, preventing errors from overwhelming the calculation. Hardware quality, error correction and software all contribute to that objective. A promising result on a specialized test is a different achievement from solving a problem that a business is willing to pay to address.

The way a problem is formulated also matters. Quantum computers require algorithms and programs suited to their capabilities. Even a technically successful calculation has limited practical value if its output cannot be translated into something people can understand and use.

For investors, the relevant test is whether the economic value of a system’s work can justify the cost of developing and operating it. Companies may find ways to generate revenue along the way, but research progress should not be treated as proof that the broader commercial opportunity has already arrived.

Different Machines, Different Material Requirements

There is no single approach to building a quantum computer. Superconducting systems, trapped ions, neutral atoms and photonics represent different approaches, each with trade-offs involving speed, accuracy, temperature requirements and engineering complexity. More than one could ultimately have a commercial role.

Those differences also shape demand for physical inputs. Superconducting systems require extremely low temperatures, while other approaches have different cooling and equipment needs. Lasers play an important role in trapped-ion and neutral-atom systems. Material selection and manufacturing consistency can affect how components behave and how reliably the system operates.

The broader infrastructure matters as well. We expect quantum computers to be deployed in data centers rather than become a direct replacement for everyday laptops. Data centers require familiar industrial materials such as steel and copper, alongside the specialized inputs used within the quantum hardware itself.

This distinction is important when assessing the metals opportunity. Rare earths and critical minerals are not interchangeable terms, and different quantum architectures do not all depend on the same materials. In some cases, the constraint may be the purity of an input, the precision of manufacturing or access to specialized equipment rather than the volume of metal required.

Could Quantum Computing Help Address Its Own Supply Chain?

One of the more interesting connections runs in the opposite direction: quantum computing could eventually help improve the processing of strategic materials.

Rare earth elements can occur together and have similar chemical properties, making them difficult to separate. Extracting material from the ground is therefore only part of the challenge. Producers must separate and refine those elements into forms that can be used in magnets and other applications.

Research involving neutral-atom quantum systems is investigating whether detailed simulations of atomic behavior could reveal more efficient separation methods. The goal is to better understand the underlying interactions and identify possibilities that are difficult to study using conventional approaches.

This remains a research effort. It has not established that quantum computing can deliver a commercially superior separation process. Its significance lies in the question being tested: whether an emerging computing technology can help address a difficult industrial problem with implications for advanced manufacturing and supply-chain security.

Where Investors May Find Opportunity, and Risk

China has spent decades developing rare earth processing capabilities. Building alternative supply chains involves more than identifying deposits. Permitting, refining expertise, manufacturing capabilities and the time needed to bring projects into production all matter.

These constraints create a broader set of businesses to evaluate: quantum computing developers, strategic metal producers, refining and manufacturing companies, and suppliers of enabling infrastructure. Their investment cases differ. A developer must demonstrate useful computing capabilities, while a materials business must turn access to resources and processing expertise into viable economics.

Themes with strategic importance can still carry substantial investment risk. Valuations may reflect commercial opportunities that remain years away, and supply-chain projects can face lengthy development periods. Investors should examine what a company actually does, how it connects to the theme and what must happen before its opportunity becomes economically meaningful.

For investors considering quantum computing exposure, the WisdomTree Quantum Computing Fund (WQTM) provides one way to access the theme. Understanding the underlying holdings matters, including how exposure is allocated between quantum computing developers and businesses supporting the technology’s broader ecosystem.

Conclusion

Quantum computing’s progress and the competition for strategic materials are linked by the physical requirements of innovation. The investment opportunity may extend well beyond the companies building the machines, but capturing it requires patience and attention to commercial evidence. The central task is to identify where a necessary capability can become a viable business, while recognizing the uncertainty that remains.

Important Risks Related to this Article

There are risks associated with investing, including potential loss of principal. To the extent the Fund invests a significant portion of its assets in the securities of companies of a single country or region, it is more likely to be impacted by events or conditions affecting that country or region. The economic, political, regulatory, and other events and conditions that affect issuers and investments in the United States differ significantly from those associated with other countries and regions. U.S. financial markets have become increasingly globalized becoming more integrated with financial markets around the world and as a result, U.S. financial markets are increasingly vulnerable to the risks that may affect non-U.S. financial markets. The Fund’s investments in the U.S. are subject to the risk that they, and the U.S. economy more generally, will be adversely affected by a decrease in imports or exports, changes in trade regulations, inflation, and/or an economic recession in the U.S.

The Fund invests primarily in the securities of quantum computing companies. Companies engaged in the development of quantum computing or machine learning technology may be significantly impacted by rapid technological advancements, product obsolescence, intense competition, consumer demand, and government regulation. Such companies are also heavily dependent upon patent and intellectual property rights. The Fund invests in the securities included in, or representative of, its Index regardless of their investment merit and the Fund does not attempt to outperform its Index. The composition of the Index is governed by an Index Committee and the Index may not perform as intended. Please read the Fund's prospectus for specific details regarding the Fund's risk profile.

About the contributors

Christopher Gannatti, CFA
Christopher Gannatti, CFA

Global Head of Research

Christopher Gannatti began at WisdomTree as a Research Analyst in December 2010, working directly with Jeremy Schwartz, CFA®, Director of Research. In January of 2014, he was promoted to Associate Director of Research where he was responsible to lead different groups of analysts and strategists within the broader Research team at WisdomTree. In February of 2018, Christopher was promoted to Head of Research, Europe, where he was based out of WisdomTree’s London office and was responsible for the full WisdomTree research effort within the European market, as well as supporting the UCITs platform globally. In November 2021, Christopher was promoted to Global Head of Research, now responsible for numerous communications on investment strategy globally, particularly in the thematic equity space. Christopher came to WisdomTree from Lord Abbett, where he worked for four and a half years as a Regional Consultant. He received his MBA in Quantitative Finance, Accounting, and Economics from NYU’s Stern School of Business in 2010, and he received his bachelor’s degree from Colgate University in Economics in 2006. Christopher is a holder of the Chartered Financial Analyst Designation.

Jonathan Flynn
Jonathan Flynn

Director of Market Strategy

Jonathan Flynn serves as Director of Market Strategy at WisdomTree, helping bridge research, product strategy, distribution and investor engagement through data-driven market insights and thematic storytelling.

He brings more than 25 years of experience working with leading wealth management teams and advisors, with deep expertise in investor behavior, ETF trends, market flows and behavioral finance. Jonathan specializes in identifying emerging themes early, translating complex ideas into compelling investment narratives and helping investors better understand the intersection of sentiment, positioning and long-term opportunity.

His work is grounded in the belief that understanding investor behavior and crowd dynamics can help uncover tomorrow’s investment opportunities before they become consensus.