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COMPANY RESEARCH · Computing hardware

Quandela

Supplies photonic computing systems, cloud access and the Perceval development framework.

Official website ↗
France · Research reviewed 14 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. 1 evidence source added · axis ratings unchanged

    Assessment reviewed 23 Sept 2026 · Research reviewed 14 Oct 2026
    What changed
    What remains uncertain
    Previously

    Photon counts and encoded gate qubits are not interchangeable. Earlier Ascella benchmarks do not automatically describe Lucy or Belenos; loss and postselection remain material.

    Now

    Photon counts and encoded gate qubits are not interchangeable. Earlier Ascella benchmarks do not automatically describe Lucy or Belenos; loss and postselection remain material. The October 13 NVQLink announcement previews a simulated-QPU exhibition at GTC Berlin on October 20–22; it does not supply a new physical-QPU benchmark or measured quantum advantage.

    The next evidence question
    Previously

    Reproducible external application results with full sampling and error budgets.

    Now

    Reproducible external application results with full sampling and error budgets, plus end-to-end physical-QPU integration measurements with latency and classical baselines disclosed.

    Evidence sources
    Sources added (1)
    Sources in this record (5)
  2. Initial assessment added

    Assessment reviewed 23 Sept 2026 · Research reviewed 23 Sept 2026
    What changed
    Assessment
    Previously

    None recorded

    Now

    Initial four-axis assessment

    Sources in this record (4)
Identity & attribution
Organization record
Quandela (organization-022)
Recorded role
Single-photon processors and cloud access
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
Single-photon processors built around quantum-dot light sources and programmable optical circuits.

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.

Report an identity issue →

Company evidence and analysis

Dated company evidence, its limits and the next test to follow. These notes do not change a QRank score.

QuandelaPhotonic quantum computers and software

Sources reviewed 20 Oct 2026. Event dates remain attached to the original evidence.

Quandela’s current company material presents photonic quantum systems and the Perceval software ecosystem. This record is a profile enrichment rather than a newly dated product announcement. It should distinguish the company’s accessible tools, delivered configurations and future scaling claims instead of treating them as one capability.

Photonic platforms give readers an opportunity to connect abstract quantum behavior to an optical experiment: prepare inputs, transform them in a circuit and detect outputs. That picture is simple enough to explain but still demands careful accounting. A larger mode count does not directly state how many reliable logical operations a user can perform. The customer needs to know the input states, accepted events, optical loss and the classical processing needed to interpret results. Software access is another important layer, because a well-documented workflow can make a limited machine genuinely useful for research and education. Quandela’s profile should show those strengths at their actual scope. The most informative next update would attach a specific hardware configuration to reproducible examples and external usage evidence, allowing readers to compare the complete user journey rather than a headline size number.

For a reader evaluating Quandela, the practical question is how a user moves from a software model to an accessible physical system with a documented task budget. A useful next evidence check is specific: identify system configuration, access terms, calibration evidence and end-to-end task results with photon losses included. Software availability and hardware availability are separate states, while loss can dominate larger experiments. These are proposed tests for judging a later update, not claims that the company has already passed them.

Security status: No public security verified in reviewed material; directory/watch profile only

Facts, comparisons and next evidence

At a glance

  • label
    Quantum role
    value
    Photonic systems and software
  • label
    Evidence date
    value
    Undated source; checked 2026-10-19
  • label
    Assessment action
    value
    Evidence enrichment

Dated milestones

  • Date scope
    source publication date; unknown if undated
    event
    Current product scope reviewed
    status
    Published primary evidence; retain the narrower maturity statement
    what it does not establish
    Software availability and hardware availability are separate states, while loss can dominate larger experiments.

Quantum role

layer
Photonic systems and software
Question
How a user moves from a software model to an accessible physical system with a documented task budget.

Questions for comparison

  • Input-state and mode configuration
  • Loss/postselection/resource accounting
  • Reproducible software-to-hardware examples

Related approaches

  • name
    ORCA Computing
    relationship
    Proposed comparison of relevant dimensions; not a claim of equivalent products or a ranking
    dimensions
    • Input-state and mode configuration
    • Loss/postselection/resource accounting
    • Reproducible software-to-hardware examples
  • name
    QuiX Quantum
    relationship
    Proposed comparison of relevant dimensions; not a claim of equivalent products or a ranking
    dimensions
    • Input-state and mode configuration
    • Loss/postselection/resource accounting
    • Reproducible software-to-hardware examples

Limits and missing evidence

  • Software availability and hardware availability are separate states, while loss can dominate larger experiments.
  • Fresh dated product evidence before news positioning
  • Independent customer acceptance
  • Comparable complete-workflow performance data

What would change this assessment

trigger
Identify system configuration, access terms, calibration evidence and end-to-end task results with photon losses included.
Evidence needed
Dated primary technical report, product specification or customer/issuer disclosure directly answering the test.
Test
Identify the configuration, time boundary and measured outcome; retain unsuccessful attempts and stated limitations.
Limit
Software availability and hardware availability are separate states, while loss can dominate larger experiments.

A starting question

question
Is an optical mode the same as a logical qubit?
answer
No. A mode is a degree of freedom used by an optical system. How modes encode information depends on the architecture. A profile should report the native configuration and explain its encoding before making comparisons.
Original sources and scope
  1. About Quandela ↗

    Company profile information, without a new event date.

SOURCE REVIEW

Product access and the Vietnam project are different stages

Quandela offers photonic computing systems, cloud access and developer tools including Perceval. Its 22 October 2026 announcement says Quanova selected MosaiQ for a planned education and research deployment at Quang Trung University.

What this establishes—and its limits

The partnership and deployment project were announced on 21 October. The source describes future deployment; it does not establish an installed and accepted system in Vietnam.

Evidence to look for next

Watch for commissioning, access conditions and supported operations for the specific product generation.

Sources reviewed . This review does not create or change a QRank assessment.

  1. Quandela: products and services Company website · Publication date not stated

    Hardware, cloud access and developer tools.

  2. Quandela: Vietnam deployment project Company announcement · Source published

    Planned deployment; project announced 21 October.

TECHNOLOGY & ACCESS

What it does. Where it fits.

Single-photon processors built around quantum-dot light sources and programmable optical circuits.

Who should look closer

Researchers experimenting with photonic circuits and hybrid computing workflows.

QubitWire’s editorial assessment of practical fit.

Cloud and institutional access

Belenos is available through OVHcloud; CEA links research access to its Lucy system.

Check the current access route ↗
DOCUMENTED EVIDENCE

What the sources establish

CEA confirms Lucy, a 12-photon processor, was installed in October 2025 and inaugurated in April 2026, with Perceval and Merlin integrated through Qaptiva.

What remains unresolved

Photon counts and encoded gate qubits are not interchangeable. Earlier Ascella benchmarks do not automatically describe Lucy or Belenos; loss and postselection remain material. The October 13 NVQLink announcement previews a simulated-QPU exhibition at GTC Berlin on October 20–22; it does not supply a new physical-QPU benchmark or measured quantum advantage.

The next question to watch

Reproducible external application results with full sampling and error budgets, plus end-to-end physical-QPU integration measurements with latency and classical baselines disclosed.

A research question, not a promised milestone.

QubitWire coverage

Applications · Published · Source report · Sources checked

Can a quantum computer help choose the next drug experiment?

Quandela and KRIBB will combine photonic quantum computing, AI and biology. The useful test is whether the work helps scientists choose what to test next.

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

Reproducible external application results with full sampling and error budgets, plus end-to-end physical-QPU integration measurements with latency and classical baselines disclosed.

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 cloud and institutional access. 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 14 Oct 2026. Following stores a local bookmark; it does not send email alerts or imply a scheduled review.

Since your review

Scope: Quandela. 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 23 Sept 2026
Recorded claim & sourceAssessment linkageProvenance & limits
Source 1

Company-led peer-reviewed Ascella experiments include small gate circuits, six-photon sampling and application demonstrations.

A versatile single-photon-based quantum computing platform ↗Published 26 Mar 2024
Exact source location

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

Capability

Ascella demonstrates gates and application experiments on operating hardware; the evidence is company-led and specific to that processor.

Use in practice

Published chemistry and classification demonstrations are specific uses; the reviewed sources do not establish repeated independent application outcomes.

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 23 Sept 2026. Research brief reviewed 14 Oct 2026. These dates do not establish publication or experiment dates.

Report an issue with this claim →
Source 2

CEA confirms Lucy installation, inauguration, access route and Perceval/Merlin integration with Qaptiva.

Quantum computing at TGCC ↗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

Named institutional installation and cloud availability are supported by current software and operational access resources.

Integration

Reusable Perceval software plus CEA-confirmed Qaptiva integration support maintained interoperability.

Published rating inputs remain unchanged.
External source; collaborators may be involved

Source type: institutional. 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 23 Sept 2026. Research brief reviewed 14 Oct 2026. These dates do not establish publication or experiment dates.

Report an issue with this claim →
Source 3

The cloud operator confirms Belenos availability through its quantum platform.

OVHcloud adds Quandela Belenos ↗Published 17 Apr 2026
Exact source location

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

Delivery

Named institutional installation and cloud availability are supported by current software and operational access resources.

Published rating inputs remain unchanged.
External source; collaborators may be involved

Source type: partner. 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 23 Sept 2026. Research brief reviewed 14 Oct 2026. These dates do not establish publication or experiment dates.

Report an issue with this claim →
Source 4

Maintained Python package provides cloud QPU execution, installation instructions, tests and interoperability bridges.

Perceval source and documentation ↗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

Named institutional installation and cloud availability are supported by current software and operational access resources.

Integration

Reusable Perceval software plus CEA-confirmed Qaptiva integration support maintained interoperability.

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 23 Sept 2026. Research brief reviewed 14 Oct 2026. These dates do not establish publication or experiment dates.

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

Record reference: 8ce7106ceb19bf537eebd019895548aa13cd556c24291595ea4e02cabb003bcc. 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. A versatile single-photon-based quantum computing platform ↗Organization-originated source · 26 Mar 2024

    Company-led peer-reviewed Ascella experiments include small gate circuits, six-photon sampling and application demonstrations.

  2. Quantum computing at TGCC ↗External source (may be a collaborator) · Publication date not stated

    CEA confirms Lucy installation, inauguration, access route and Perceval/Merlin integration with Qaptiva.

  3. OVHcloud adds Quandela Belenos ↗External source (may be a collaborator) · 17 Apr 2026

    The cloud operator confirms Belenos availability through its quantum platform.

  4. Perceval source and documentation ↗Organization-originated source · Publication date not stated

    Maintained Python package provides cloud QPU execution, installation instructions, tests and interoperability bridges.

  5. Quandela GPU–QPU integration announcement ↗Company technical announcement · 13 Oct 2026

    Plans a GTC Berlin demonstrator for October 20–22 with DGX Spark and an FPGA controller linked through NVQLink. The exhibition QPU is simulated; earlier physical-QPU validation is a separate supplier-reported result.

  6. About Quandela ↗Company primary announcement · Publication date not stated

    Quandela’s current company material presents photonic quantum systems and the Perceval software ecosystem. This record is a profile enrichment rather than a newly dated product announcement. It should distinguish the company’s accessible tools, delivered configurations and future scaling claims instead of treating them as one capability.

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