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Superconducting vs. Semiconductor Quantum Computing: Key Differences

Superconducting transmons encode information in engineered circuits; semiconductor spin qubits use electron spin in quantum dots. Their control, cooling and scaling challenges differ.
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The key difference is what holds the quantum information: a superconducting transmon encodes it in an engineered electrical circuit state, while a semiconductor spin qubit stores it in an electron’s spin confined in a quantum dot. That choice shapes how each system is controlled, cooled, fabricated and scaled. Current examples show substantial processor-scale development in superconducting systems and promising semiconductor-manufacturing work for silicon spin qubits, but they do not establish a winning route to fault-tolerant quantum computing.

How the qubits store information

Superconducting circuits: engineered electrical states

A common superconducting design is the transmon, an artificial quantum two-level system built around a Josephson junction. In Google’s Sycamore processor paper, each transmon had a microwave drive, magnetic-flux control, a readout resonator and tunable coupling to neighboring qubits. Those are features of that design, not a universal specification for every superconducting qubit. Google’s Sycamore paper

Semiconductor spin qubits: electron spin in a quantum dot

A spin qubit uses an electron’s spin as its information-bearing degree of freedom and confines the electron in a semiconductor quantum dot. There are several spin-qubit designs. In the exchange-only architecture described by IBM, one encoded qubit uses three electrons in three dots; voltage pulses alter the electrons’ interactions to control the qubit. That specific encoding should not be generalized to all spin qubits. IBM’s account of the HRL demonstration

How control and operating temperature differ

The physical encoding leads to different control approaches. The Sycamore transmons were operated with microwave drives and magnetic-flux controls. HRL’s exchange-only spin-qubit implementation used electrical voltage pulses. Other designs may use different arrangements, so these examples illustrate the platforms rather than define every implementation.

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Temperature figures also need context. Google’s Sycamore paper reports cooling its processor below 20 millikelvin (mK). IBM’s architecture overview gives approximately 0.015 kelvin (K) for superconducting qubits and approximately 1 K for spin qubits. These are reported conditions and vendor-level comparisons, not universal operating limits or guarantees for every device. IBM’s overview of quantum architectures

Superconducting circuits need very low temperatures in part because thermal energy can disturb the qubit states. The Sycamore paper describes cooling the processor so ambient thermal energy would be well below the qubit energy. Spin qubits may operate at a higher temperature in some implementations, but the cited comparison does not mean they run at room temperature.

Fabrication: semiconductor processes are an opportunity, not a shortcut

Silicon spin qubits are attractive partly because quantum dots can be made at transistor-like dimensions using processes related to conventional semiconductor manufacturing. Intel describes fabricating and testing spin-qubit devices on 300 mm wafers. But quantum chips are not simply conventional CPUs: they need specialized quantum devices, low-temperature operation, precision control and error-correction engineering. Intel’s 2024 wafer-scale research announcement

Nor is semiconductor fabrication exclusive to spin qubits. IBM says it uses 300 mm semiconductor chip fabrication for its quantum hardware, which still involves specialized circuit structures and packaging. The meaningful distinction is the device physics and process details, not “chip” versus “no chip.” IBM Quantum hardware

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Intel reported 99.9% single-qubit gate fidelity for relevant single-electron devices measured across its wafer process in 2024. This is Intel’s reported result for those devices and that process—not a general score for spin qubits or a direct comparison with a full superconducting processor. Intel also described high-fidelity two-qubit gates on that manufacturing process as future work. Intel’s 2024 announcement

What the current examples demonstrate—and what they do not

Published examples indicate different stages and kinds of development, not a like-for-like performance contest:

Example What the source reports How to interpret it
IBM Heron superconducting processor 156 qubits, according to IBM’s current hardware page A named processor specification; qubit count alone does not measure useful computational capability. IBM Quantum hardware
Intel Tunnel Falls silicon spin chip 12 qubits; Intel announced it in 2023 as a research chip made available to research institutions A research device, not a matched comparison with Heron. Intel’s Tunnel Falls announcement
HRL silicon spin system 54 quantum dots supporting up to 18 qubits, according to IBM’s 2026 account; the demonstration included one- and two-qubit gates and small-scale error-detecting codes A separate research demonstration with a different configuration and purpose. IBM’s account of the HRL demonstration

These counts describe unlike systems and do not say which platform can solve a given problem better. A larger physical-qubit count is not itself evidence of greater practical computational capability.

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Which approach is more likely to scale?

The evidence supports a potential manufacturing advantage for silicon spin qubits, not a settled verdict on which architecture will scale better as a fault-tolerant system. Intel’s wafer-level work and single-qubit fidelity result are meaningful milestones; the company has also identified two-qubit gate performance and more-connected two-dimensional arrays as work to advance. Those are central requirements for scaling, not details that wafer fabrication alone resolves. Intel’s 2024 announcement

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Superconducting systems have more visibly developed processor and system infrastructure in the cited examples, including IBM’s Heron processor. They also face substantial engineering demands: millikelvin cooling, signal delivery, wiring, packaging, control electronics and connections between modules. IBM describes work on multilayer wiring, modular cryogenic systems, inter-module links and cryogenic CMOS controls. IBM Quantum hardware

For either platform, physical-qubit totals are only one part of the scaling problem. Error rates, gate connectivity, repeated error correction, calibration, classical control, packaging and cooling all affect whether a machine can perform useful computations reliably. The cited examples do not establish that either platform is already a broadly useful, fault-tolerant quantum computer. IBM Quantum hardware Intel’s 2024 announcement

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