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COMPANY RESEARCH · Computing hardware

Google Quantum AI

Develops quantum hardware and error-correction methods, while selected research partners use Willow for programmable scientific experiments.

Official website ↗Alphabet market context (NASDAQ:GOOGL) →
United States · Research reviewed 13 Oct 2026

Since the previous record: 1 evidence source added · axis ratings unchanged.

Review history 3 records

Record dates use UTC and show when an assessment or clarification was saved. Review dates show the evidence check. Earlier records were recovered from QubitWire’s source history; no earlier score movement is inferred.

  1. Research brief added · axis ratings unchanged

    Assessment reviewed 6 Sept 2026 · Research reviewed 7 Sept 2026
    What changed
    Research brief
    Previously

    None recorded

    Now

    Initial technology, access and evidence brief

    Sources in this record (4)
Identity & attribution
Organization record
Google Quantum AI (organization-002)
Recorded role
Superconducting processors and quantum error correction research
Recorded aliases
No aliases recorded in this assessment.
Name and period
No dated name or ownership transition is recorded here. An alias is a search aid, not evidence of a legal ownership relationship.
Product scope
Willow superconducting gate-model processors, with surface-code quantum-memory experiments.

A company profile may discuss several systems. Capabilities remain attached to the product and conditions named in each source; they do not transfer automatically to related organizations. A verified security relationship has not been attached to this record.

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Follow the claim to its evidence

Inspect the original source, the conditions and the dated claim record. Technical evidence stays separate from QRank’s editorial assessment and share-price performance.

Reference identity

Google Quantum AI · Stable directory ID: organization-002. Links retain the existing profile route.

Official organization source →

Evidence updates

New evidence to consider

These source updates add context. QRank scores retain their existing assessment dates.

Google Quantum AI · Benchmark research

The QUOPS preprint includes Google quantum-computing results in a comparison that considers operations and execution speed alongside hardware scale.

Source checked
Limits, research question & sources

Benchmark participation is specific to the evaluated systems and tasks; it does not establish a universal winner.

Question to follow: Is the measured processor and workload specified before comparisons are shown?

Inspect the shared evidence record →

Underlying evidence family: arxiv-2609.12146. Related announcements do not automatically add independent validation.

TECHNOLOGY & ACCESS

What it does. Where it fits.

Willow superconducting gate-model processors, with surface-code quantum-memory experiments.

Who should look closer

Understanding the experimental evidence behind quantum error correction. Research teams studying programmable quantum simulation through restricted partner access.

QubitWire’s editorial assessment of practical fit.

Selected research partners

Willow is not publicly available. The May 15, 2026 early-access deadline has passed and selected applicants have been notified. Hardware use requires an approved group and authorized Google Cloud project.

Check the current access route ↗
DOCUMENTED EVIDENCE

What the sources establish

Peer-reviewed Google research demonstrated surface-code memories whose logical error rate falls as code distance increases. Separately, a Phasecraft-led preprint reports programmable Fermi-Hubbard dynamics using 72 Willow qubits.

What remains unresolved

A better-protected logical memory does not by itself demonstrate the complete set of fault-tolerant operations needed for useful algorithms. Simulation results and memory results measure different capabilities.

The next question to watch

Can the demonstrated memory protection be extended to reliable logical operations and larger computations with the required real-time control?

A research question, not a promised milestone.

QubitWire coverage

Research · Published · Source report · Sources checked

Google’s Quantum Error Records Could Get a Second Life After the Run

An October 8 simulation preprint proposes virtual error cancellation using stored syndrome records. The useful question is how much accuracy offline analysis buys after its full cost is counted.

Open research questions

Editorial questions for this profile. No reviewed closure decision has been recorded; unanswered questions do not lower the official score.

Open research question

Can the demonstrated memory protection be extended to reliable logical operations and larger computations with the required real-time control?

What evidence would help

A source addressing this question must identify the named system, experiment or deployment, its conditions, measured outcome and remaining limitations. Does the result report errors, circuit depth and a credible classical baseline?

What would resolve it?

An editorial review must explain which part of this question the evidence resolves. A roadmap or an announcement alone does not close it.

No resolved, partial or disputed outcome is asserted without a reviewed transition and its evidence.

Suggest evidence
Open research question

Which named system or service can I use under the documented access route?

What evidence would help

Check the current terms for selected research partners. Identify the system version, eligibility, restrictions and whether the result used hardware or simulation.

What would resolve it?

Current primary documentation must identify the offering, eligible user and access conditions. An unspecified company-level access claim is insufficient.

No resolved, partial or disputed outcome is asserted without a reviewed transition and its evidence.

Suggest evidence
Open research question

Can you access the named system today, and under which plan?

What evidence would help

Provide the source location, relevant product or generation, workload, resource constraints and reported uncertainty. Keep measurements, simulations and announced targets distinct.

What would resolve it?

A source reviewer must map the evidence to this exact scope. Missing disclosure remains unknown; it is not technical failure.

No resolved, partial or disputed outcome is asserted without a reviewed transition and its evidence.

Suggest evidence

Questions are drawn from the existing brief and sector reading guide. Research brief reviewed 13 Oct 2026. Following stores a local bookmark; it does not send email alerts or imply a scheduled review.

Since your review

Scope: Google Quantum AI. Reading a page never marks its records reviewed.

Keep a baseline and explicitly mark the evidence you have reviewed. This optional journal stays in this browser.

Existing material records remain available after setup. Routine rechecks and initial entries are excluded from material counts.

From claim to assessment

These are the existing assessment claims and their recorded criterion links. A source link is not an independent replication. New research does not change these published ratings automatically.

Source references in method 1.0 · assessment reviewed 6 Sept 2026
Recorded claim & sourceAssessment linkageProvenance & limits
Source 1

Google Quantum AI and collaborators report below-threshold surface-code memories on Willow, including a logical memory exceeding the lifetime of its best physical qubit.

Quantum error correction below the surface code threshold ↗Published 9 Dec 2024
Exact source location

No page, figure or section locator is recorded. Open the source and check the claim in its original context.

Capability

Logical-memory and programmable-simulation experiments demonstrate distinct capabilities in stated conditions.

Published rating inputs remain unchanged.
Organization-originated source

Source type: paper. Independent replication, experiment date and source-version fingerprint are not separately recorded.

Product and measurement scope: read the named system and conditions in this claim. No normalized product revision is assigned.

Review recorded 6 Sept 2026. Research brief reviewed 13 Oct 2026. These dates do not establish publication or experiment dates.

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Source 2

Phasecraft researchers report 72-qubit Fermi-Hubbard dynamics on Willow and classical checks in tractable regimes.

Programmable digital quantum simulation of 2D Fermi-Hubbard dynamics using 72 superconducting qubits ↗Published 30 Oct 2025
Exact source location

No page, figure or section locator is recorded. Open the source and check the claim in its original context.

Capability

Logical-memory and programmable-simulation experiments demonstrate distinct capabilities in stated conditions.

Use in practice

The Phasecraft-led research collaboration reports hardware use; this is research rather than production adoption.

Published rating inputs remain unchanged.
Organization-originated source

Source type: paper. Independent replication, experiment date and source-version fingerprint are not separately recorded.

Product and measurement scope: read the named system and conditions in this claim. No normalized product revision is assigned.

Review recorded 6 Sept 2026. Research brief reviewed 13 Oct 2026. These dates do not establish publication or experiment dates.

Report an issue with this claim →
Source 3

Program describes access for selected researchers, states Willow is not publicly available, and says selected applicants have been notified after a 15 May 2026 deadline.

Willow Early Access Program ↗Published Not recorded
Exact source location

No page, figure or section locator is recorded. Open the source and check the claim in its original context.

Delivery

Willow access is restricted to selected research partners.

Integration

Cirq access documentation and a structured partner program support research integration.

Published rating inputs remain unchanged.
Organization-originated source

Source type: official. Independent replication, experiment date and source-version fingerprint are not separately recorded.

Product and measurement scope: read the named system and conditions in this claim. No normalized product revision is assigned.

Review recorded 6 Sept 2026. Research brief reviewed 13 Oct 2026. These dates do not establish publication or experiment dates.

Report an issue with this claim →
Source 4

Google hardware access requires an approved group, Google Cloud project and approved users.

Access and authentication — Cirq ↗Published Not recorded
Exact source location

No page, figure or section locator is recorded. Open the source and check the claim in its original context.

Delivery

Willow access is restricted to selected research partners.

Integration

Cirq access documentation and a structured partner program support research integration.

Published rating inputs remain unchanged.
Organization-originated source

Source type: technical. Independent replication, experiment date and source-version fingerprint are not separately recorded.

Product and measurement scope: read the named system and conditions in this claim. No normalized product revision is assigned.

Review recorded 6 Sept 2026. Research brief reviewed 13 Oct 2026. These dates do not establish publication or experiment dates.

Report an issue with this claim →
Revision and evidence-family boundaries

Record reference: ae1b6395b7ef4b2a4548e6964a2336f57891c08e6e1358a48cdbf430f93b8ecc. Read prior recorded revisions.

Repeated coverage can describe the same experiment. The assessment does not contain a reviewed claim-family grouping, so the number of links is never shown as a replication count. Source pages can change independently of this saved assessment; the original source text is not archived here.

CHECK THE ORIGINALS

Sources & evidence

  1. Quantum error correction below the surface code threshold ↗Organization-originated source · 9 Dec 2024

    Google Quantum AI and collaborators report below-threshold surface-code memories on Willow, including a logical memory exceeding the lifetime of its best physical qubit.

  2. Programmable digital quantum simulation of 2D Fermi-Hubbard dynamics using 72 superconducting qubits ↗Organization-originated source · 30 Oct 2025

    Phasecraft researchers report 72-qubit Fermi-Hubbard dynamics on Willow and classical checks in tractable regimes.

  3. Willow Early Access Program ↗Organization-originated source · Publication date not stated

    Program describes access for selected researchers, states Willow is not publicly available, and says selected applicants have been notified after a 15 May 2026 deadline.

  4. Access and authentication — Cirq ↗Organization-originated source · Publication date not stated

    Google hardware access requires an approved group, Google Cloud project and approved users.

  5. Measure Now, Mitigate Later: Virtual Error Cancellation for Logical Quantum Circuits ↗Vendor-affiliated research preprint; numerical simulations · 8 Oct 2026

    Google-affiliated research preprint proposes post-processing stored syndrome records to mitigate logical estimates; reports distance-seven surface-code simulations. No new hardware benchmark, public access entitlement or universal fault-tolerant demonstration is established.

  6. Benchmarking the computational power of quantum computers ↗Research preprint · 10 Sept 2026

    The QUOPS preprint includes Google quantum-computing results in a comparison that considers operations and execution speed alongside hardware scale.

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