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Qubit counts stopped being the number that matters

Error correction changed the unit. A headline physical-qubit figure says almost nothing without the error rate it was achieved at.

Qubit counts stopped being the number that matters

For years the qubit count was the number in the headline, and it was always a poor summary. It is now actively misleading, because the field has reorganised around error correction and the relevant unit is the logical qubit.

A logical qubit is an encoded state spread across many physical qubits, kept alive by continuous stabiliser measurement and correction. The ratio between physical and logical is not a constant — it depends on the physical error rate, the code, and the target logical error rate. Below a threshold error rate, adding physical qubits suppresses logical errors; above it, adding them makes things worse. A large device with mediocre fidelity can therefore be strictly less useful than a small device with excellent fidelity.

This is why the meaningful figures are two-qubit gate fidelity, measurement fidelity, coherence time relative to gate time, connectivity, and — increasingly — whether the machine has demonstrated that scaling the code actually reduces the logical error rate. That last demonstration is the one that separates a roadmap from a result.

For anyone reading announcements at this intersection, the practical filter is simple. A qubit count with no error rate attached is marketing. A logical error rate that improves as the code distance grows is engineering.