← Quantum Technology AtlasTechnologies · Machines · Architectures · OrganisationsРусскийעברית

Quantum annealing (analogue evolution) g_anneal

Continuous-time Hamiltonian evolution (coherent quench, 3.6–27 ns) driving Ising or Rydberg spins toward a ground state; not a discrete gate.

Quantum annealing (analogue evolution)

g_anneal · layer 3 Gate mechanism · demonstrated · since 2011

Coherent quenches 3.6–27 ns on 1,222–5,627 qubits; not a gate.

Brief →

Key references

[221] A. D. King et al., “Beyond-classical computation in quantum simulation,” Science, vol. 388… · 2025
[222] J. Tindall, A. Mello, M. Fishman, M. Stoudenmire, and D. Sels, “Dynamics of disordered qua… · 2026
[223] L. Mauron and G. Carleo, “Challenging the Quantum Advantage Frontier with Large-Scale Clas… · 2025
[225] T. I. Andersen et al., “Thermalization and criticality on an analogue–digital quantum simu… · 2025
[226] D. González-Cuadra et al., “Observation of string breaking on a (2 + 1)D Rydberg quantum s… · 2025

Design space — attributes

(a) carrier affinity
fabricated
(b) time · entangling
4.0 ns
(c) readout
—
(d) mobility
long-range static couplers
(e) control
low-frequency electrical @ millikelvin stage
(f) error structure
coherent / calibration, stochastic Pauli
(g) manufacturing
superconducting lithography

Evaluation space — dated attributes

coherent quench → 3.6–27 ns
defines: clock (cycle time) · 2025-03 · source

Pasqal's 10,000 physical qubits slipped from 2026 to 2028 (100 logical in 2029); QuEra's Series B expansion closed 2025-09-09 (Google, SoftBank Vision Fund 2, NVentures); Quantinuum's magnetism result is Trotterised *digital* simulation, not analogue evolution.

Standard records

2Q error under full-width parallel operation → not published · typical
Annealing evolution is not a gate; no two-qubit error rate is defined or published for D-Wave hardware · 2025-05 · source [C] ⓘ
crosstalk → 0.0121 · typical
D-Wave ICE: delta-J std ~0.0095-0.0155 and delta-h std ~0.010-0.026 through the anneal; background susceptibility chi -0.04 to -0.015 · 2026-09 · source [C] ⓘ

Actors & goals — annotations

Edges

needs: rf-SQUID flux qubit (annealer), On-chip flux-DAC multiplexing
° one of several that would do · the usual route, not a strict need

Used by 4 machines (4 primary · 0 alternate)

↗ its register card · paper / product / press: links that name the machine (attribution checked on 20 Sep 2026)

Pictures

Every picture carries the story of what it shows and its credit line.

Fig. 1 — Figure 1: Realizing false vacuum decay on a quantum annealer. a The semi-classical energy landscape VV as a function of magnetization MM of a ferrom…
A five-panel figure of diagrams and data, not a hardware photograph: a double-well energy landscape, the anneal schedule, a drawing of the annealer's qubit graph with a spin chain embedded, a sunburst chart of bubble configurations, and a magnetization map. It is Figure 1 of "Stirring the false vacuum via interacting quantized bubbles on a 5564-qubit quantum annealer" by Vodeb, Desaules, Hallam and co-authors. It shows an annealer used as an analog simulator: spins start in a metastable 'false vacuum' and decay by forming bubbles of flipped spins. “Fig. 1 — Figure 1: Realizing false vacuum decay on a quantum annealer. a The semi-classical energy landscape VV as a function of magnetization MM of a ferromagnetic…” by Jaka Vodeb et al., arxiv.org/abs/2406.14718, CC BY 4.0 (creativecommons.org/licenses/by/4.0/)
Fig. 9 — Figure 9: Advantage2 operating mode maps for two dimensional RAU and CBFM instances. The thermodynamic label is shown in the (β1,sp)(,s) plane for
A data plot in two panels: coloured maps showing whether a quantum-annealer run behaves as a refrigerator, engine or accelerator, plotted against the annealing parameter and the starting temperature. It comes from the paper arXiv 2608.04564 by Pawłowski, Deffner, Mzaouali and co-authors, using D-Wave Advantage2 data per the caption. It shows analog annealing evolution used as a tunable thermal machine; notice how the boundaries move with the annealing parameter. “Fig. 9 — Figure 9: Advantage2 operating mode maps for two dimensional RAU and CBFM instances. The thermodynamic label is shown in the (β1,sp)(,s) plane for…” by Jakub Pawłowski, Tomasz Śmierzchalski, Fengping Jin, Bartłomiej Gardas, Sebastian Deffner, Zakaria Mzaouali, arxiv.org/abs/2608.04564, CC BY 4.0 (creativecommons.org/licenses/by/4.0/)
Fig. 1 — Fig. 1: The PUD model and its solution using theory and quantum annealing.a The PUD model is an Ising model with a tunable degree of frustration. De…
Four-panel figure about a frustrated Ising magnet studied on a quantum annealer. Panel (a) draws the model, a square lattice whose vertical bonds alternate between two strengths set by a parameter s; (b) is the exact phase diagram with ferromagnetic, antiferromagnetic and paramagnetic regions; (c) and (d) are maps of the two order parameters measured from annealer samples, which follow the same regions. From Nature Communications (2026), Fig. 1, by Sathe, King, Nisoli, Caravelli and co-authors; per the caption the samples came from D-Wave's Advantage2_prototype2.6 device on a 12×12 torus. It shows analog quantum annealing used as a sampler of classical critical behaviour. “Fig. 1 — Fig. 1: The PUD model and its solution using theory and quantum annealing.a The PUD model is an Ising model with a tunable degree of frustration. Defined on a…” by Sathe et al., www.nature.com/articles/s41467-025-67568-w, CC BY 4.0 (creativecommons.org/licenses/by/4.0/)
g_anneal · layer 3 Gate mechanism · centrality 4.2 · demonstrated · since 2011 · updated 2026-09-30

Quantum annealing (analogue evolution)

Continuous-time Hamiltonian evolution (coherent quench, 3.6–27 ns) driving Ising or Rydberg spins toward a ground state; not a discrete gate.

Verdict. No platform has an unchallenged advantage claim as of 4 Sep 2026; falsified if one survives a full classical-rebuttal round by 2028, confirmed non-advantage if erosion keeps repeating.

Key references

Λ = error-suppression factor per code-distance step; QBI = DARPA Quantum Benchmarking Initiative (Stage A concept → B R&D plan → C government V&V); G1–G7 = the report's goal classes (see Actors & economics).

Identity & lineage

Continuous-time Hamiltonian evolution — sweeping a transverse field, laser detuning or blockade radius — carrying a many-body system toward a ground state with no discrete gate. Kadowaki–Nishimori (1998) and Farhi et al. (2000) gave it its form; D-Wave commercialised it from 2011, and Rydberg arrays run it with optics instead of flux.
Fabricated carriers; ~4 ns characteristic quench, no deterministic entangling operation; no readout of its own — a mechanism, not a qubit.
Long-range interaction; low-frequency or optical control at mK or in vacuum; coherent plus Pauli error; superconducting lithography or tweezer optics.

Physics & limits

Two clocks bound the schedule. From below, control bandwidth — DAC slew for flux, AOM switching for Rydberg: D-Wave's fastest coherent quenches run 3.6–27 ns across 1,222–5,627 qubits D[221]. From above, decoherence. Between them sits the adiabatic condition, which for hard instances demands time scaling inversely with the square of a gap that itself closes exponentially — so the useful regime is a fast diabatic quench whose output is a sample, not a certified minimum. Rydberg adds spontaneous emission, flux adds 1/f noise. The floor moves not with faster electronics but with a way to certify the sample.

Engineering state of the art

table
Year Figure Who Tag+key
2025-03 Coherent quench 3.6–27 ns, up to 5,627 qubits; beyond-classical claim D-Wave D[221]
2025–26 Claim eroded by tensor networks and t-VMC Tindall; Mauron & Carleo D[222], [223]
2025 69-qubit analogue-digital simulator, beyond-classical on XEB only Google D[225]
2025 Aquila, 256 atoms, analogue Rydberg evolution: gauge-theory string breaking, no claim QuEra D[226]

Dominant limitation: no accepted certificate that analogue output matches the Hamiltonian.

QuEra's cumulative funding (">$250 M") and its fuller investor list (Valor Equity, Rakuten, Commonwealth of Massachusetts) appear only in secondary reporting; the primary release of 2025-09-09 names Google, SoftBank Vision Fund 2 and NVentures. Pasqal's 2025 revenue of €16.5 M is from trade press, not a filed statement. Not published: the date of Pasqal's Aeponyx acquisition, in any primary source, and a further classical test of D-Wave's "most frustrated instances" beyond Tindall and Mauron/Carleo.

Manufacturing, materials & supply chain

Two supply chains carry one mechanism: Nb/Al superconducting lithography (D-Wave) and vacuum/laser/AOM tweezer stacks (QuEra, Pasqal). The I/O burdens scale oppositely: flux annealers push everything through one mK stage on multiplexed on-chip DACs, while tweezer machines add laser power, deflectors and imaging per atom — the optical table is the constraint. Pasqal has begun displacing bulk optics with a silicon-nitride photonic IC: four traps from one chip, atom lifetime ~27.5 s Cfact. No export rule names analogue evolution: exposure is inherited from the carrier — ECCN 4A906 and 3A904 for the flux line, nothing for tweezer optics.

Role in the stack

Architecture: quantum annealer — flux qubits, where it is the only gate mechanism. The register lists 4 machines using it, among them D-Wave's Advantage2 and Advantage and Qilimanjaro's AQPU. It runs on the flux-qubit carrier only — Rydberg arrays use the separate analogue Rydberg Hamiltonian evolution — and provides nothing to a gate-model stack; the field's standard error is reading an analogue sampling claim as gate-model advantage. Quantinuum's magnetism result is quoted alongside these but is Trotterised digital simulation competing for the same budget D[227]. No derived clock applies; the figure is quench time, ~4 ns to µs, plus one measurement. Verification is comparison against classical solvers, never randomised benchmarking, and the target moves: D-Wave's March 2025 claim was eroded within weeks [222], [223], its counter arguing the tensor-network scaling used against it is unvalidated P[224]. Unresolved as of 4 Sep 2026.

Actors & economics

Who.
| Organisation | Role | Country | What they do | Evidence |
|---|---|---|---|---|
| D-Wave Quantum | developer | US/Canada | Coherent-quench annealer; the disputed claim | D[221] |
| QuEra Computing | developer | US | Aquila Rydberg on Braket (analogue Rydberg evolution, not annealing); Libra 2028 | D[226] |
| Pasqal | developer | France | Analogue Rydberg arrays; Nasdaq since 2026-08 | P[156] |
| Google Quantum AI | developer | US | Analogue-digital simulator; atom track 2026-03 | fact |

Money. 2025-09-09 · QuEra · Series B expansion · $230 M+ USD · Google, SoftBank Vision Fund 2, NVentures · closed C[153]. 2026-08-28 · Pasqal · SPAC merger · ~$360 M USD cash · Nasdaq PSQL · closed P[156]. 2026-08-06 · D-Wave · H1-2026 revenue $5.9 M (−67% YoY) · reported Cfact.

Market & supply chain. Rydberg buys lasers, deflectors, vacuum and cameras from a thin supplier base; flux buys foundry runs and refrigerators. Money here is G1 instrument spend plus D-Wave's hybrid-solver G5 line; G3/G4 pay nothing.

IP & standards. No mechanism-specific patent family or standards body apart from the carrier hardware.

Roadmaps & track record. (2024-01 · for 2026 · QuEra 100 logical qubits · missed, replaced by Libra 2028 at >256 logical) R[162]; (2024 · for 2026 · Pasqal 10,000 physical · missed, restated to 2028) P[156]; (2025-05 · for 2029 · D-Wave 20,000 qubits · open) Rfact. Both atom vendors slipped a flagship target by two years; only D-Wave delivers on schedule.

Strategic reading. If one analogue claim survives a full classical round, the tweezer vendors capture the value, holding a path to digital; otherwise this is a bridge product and whoever reaches gate operation fastest wins. Laser and cryoplant suppliers keep the pricing power.

Outlook & open questions

Confirm if any platform defends an unchallenged claim through 2028; demote if erosion repeats. Best case 2029: Rydberg vendors convert analogue arrays into error-corrected digital machines. Worst case: analogue stays a physics instrument. Open: does Pasqal reach 10,000 physical by 2028; does Libra hold at >256 logical?

References
  1. [153] QuEra Computing, “QuEra Expands $230 Million Financing Round Advancing Quantum-Accelerated Supercomputing,” Sep. 9, 2025. [Online]. Available: https://www.quera.com/press-releases/quera-expands-230-million-financing-round-advancing-quantum-accelerated-supercomputing C
  2. [156] M. Swayne, “Pasqal Completes SPAC Merger With $360 Million in Cash,” The Quantum Insider, Aug. 28, 2026. [Online]. Available: https://thequantuminsider.com/2026/08/28/pasqal-completes-spac-merger-with-360-million-in-cash/ P
  3. [162] QuEra Computing, “QuEra Announces 2028 Fault-Tolerant Quantum Computer and Expanded Multi-Year Strategic Collaboration with AWS,” Jun. 15, 2026. [Online]. Available: https://www.quera.com/press-releases/quera-announces-2028-fault-tolerant-quantum-computer-and-expanded-multi-year-strategic-collaboration-with-aws R
  4. [221] A. D. King et al., “Beyond-classical computation in quantum simulation,” Science, vol. 388, pp. 199–204, 2025, doi: 10.1126/science.ado6285. arXiv:2403.00910. D
  5. [222] J. Tindall, A. Mello, M. Fishman, M. Stoudenmire, and D. Sels, “Dynamics of disordered quantum systems with two- and three-dimensional tensor networks,” Science, vol. 392, pp. 868–872, 2026, doi: 10.1126/science.adx2728. arXiv:2503.05693. D
  6. [223] L. Mauron and G. Carleo, “Challenging the Quantum Advantage Frontier with Large-Scale Classical Simulations of Annealing Dynamics,” arXiv:2503.08247, Mar. 2025. D
  7. [224] A. Nocera, J. Raymond, W. Bernoudy, M. H. Amin, and A. D. King, “Evaluating classical simulations with a quantum processor,” arXiv:2508.15759, Aug. 2025. P
  8. [225] T. I. Andersen et al., “Thermalization and criticality on an analogue–digital quantum simulator,” Nature, vol. 638, no. 8049, pp. 79–85, Feb. 2025, doi: 10.1038/s41586-024-08460-3. D
  9. [226] D. González-Cuadra et al., “Observation of string breaking on a (2 + 1)D Rydberg quantum simulator,” Nature, vol. 642, no. 8067, pp. 321–326, Jun. 2025, doi: 10.1038/s41586-025-09051-6. D
  10. [227] R. Haghshenas et al., “Digital quantum magnetism on a trapped-ion quantum computer,” Nature, vol. 653, pp. 56–62, 2026, doi: 10.1038/s41586-026-10445-3. arXiv:2503.20870. D