Skip to main content

Benchmark: Cycle benchmarking

Benchmarks / Component level (gates and operations)

Local and global errors of whole cycles of multi-qubit operations, including cross-talk and correlated noise.

Level
Component level (gates and operations)
Maintained by
Proposed by Erhard et al. (2019).
European
Yes: First author and most co-authors are at the University of Innsbruck (Austria), with co-authors at the University of Waterloo and Quantum Benchmark Inc. (Canada) (Europe PMC record of the Nature Communications paper, read on 27 October 2026).

How it is measured

Randomised cycles of operations are repeated and the decay of the measured fidelity gives the error per cycle; demonstrated on up to 10 qubits of an ion-trap computer with total process fidelities from 99.6(1)% (2 qubits) to 86(2)% (10 qubits) for entangling gates.

Limitations and criticisms

  • Characterises cycles of a given circuit structure; it does not predict whole-algorithm success alone.

Used in European procurements

None of the procurement documents read for this release names it.

Sources

  1. A. Erhard et al. (2019). Characterizing large-scale quantum computers via cycle benchmarking. Nature Communications (2019), DOI 10.1038/s41467-019-13068-7; arXiv:1902.08543. Read: abstract page, retrieved 2026-10-23.