Five generations · gates, not dates · target to research vision

Five generations.
One architecture.
Validation to datacenter.

QONTOS-1 through QONTOS-5 form a single architectural arc with attenuating confidence. QONTOS-1 is an engineering target. QONTOS-2 and QONTOS-3 are scenarios, committed in engineering shape and conditional in numerical envelope. QONTOS-4 and QONTOS-5 are research-vision architecture studies, not product commitments. No generation carries a calendar date; every generation carries a gating expression.

FAMILY ARC · SCALING ENVELOPE v5.4 Q1 GEN I · TARGET Architecture validation 2 modules · 10³ qubits · 1 logical · d = 5 Q2 GEN II · SCENARIO Logical-qubit advantage 4 – 8 modules · 2.5–5×10³ qubits · 10s logical · d = 9–11 Q3 GEN III · SCENARIO First useful FTQC pilot 16 – 32 modules · 1–2.5×10⁴ qubits · 50–100 logical · d = 11–13 Q4 GEN IV · RESEARCH Production architecture study 64 – 128 modules · 3.2–6.4×10⁴ qubits · 500–1000 logical Q5 GEN V · RESEARCH Datacenter architecture study 500–2,000+ modules · up to 10⁶+ qubits · 10³–10⁴+ logical VERTICAL ARC · NOT TO CALENDAR SCALE

Each generation is sized against the engineering risk retired by the one before it.

Generations at a glance

Five machines, five defining engineering roles.

The QONTOS family arc starts with the first-machine assembly and ends with a datacenter-scale research study. Each row below is gated by the acceptance of the one before it. The status keys are exact.

QONTOS-1 · GEN I
Architecture validation
Modules2
Physical~10³
Logical1 · d = 5
Transductionη ≥ 0.1 %
TARGET
QONTOS-2 · GEN II
Logical-qubit advantage at scale
Modules4 – 8
Physical2.5–5×10³
Logical10s · d = 9–11
Transductionη ≥ 0.5 %
SCENARIO
QONTOS-3 · GEN III
First useful FTQC pilot
Modules16 – 32
Physical1 – 2.5 × 10⁴
Logical50–100 · d = 11–13
Transductionη ≥ 1 %
SCENARIO
QONTOS-4 · GEN IV
Research architecture study
Modules64 – 128
Physical3.2–6.4×10⁴
Logical500–1000 · d = 13–17
Interconnectpurified study
RESEARCH
QONTOS-5 · GEN V
Datacenter architecture study
Modules500–2,000+
Physical2.5×10⁵–10⁶+
Logical10³–10⁴+ · d ≥ 21
Interconnectresearch fabric
RESEARCH
Master timeline

Five generations on one engineering arc.

Acceptance gates retire risks; calendar dates follow gates, not the other way round. The QONTOS-1 G1 → G4 sequence is the prototype for every successor. Dates below are engineering targets contingent on the preceding generation's full acceptance.

PROGRAMME TIMELINE · QONTOS-1 → QONTOS-5 · CONTINGENT GATES QONTOS-1 QONTOS-2 QONTOS-3 QONTOS-4 QONTOS-5 G1 → G4 · target post-G4 · scenario post-Q2 · scenario post-Q3 · research long-range · research DESIGN BRING-UP INTERCONNECT LOGICAL TODAY May 2026 G1 G2 G3 G4 G1 G2 G3 G4 G1 G2 G3 G4 G1 G2 G3 G4 G1 G2 G3 G4 G1 · arch freeze G2 · module live G3 · interconnect G4 · first logical G1 G2 G3 G4 G1 G2 G3 G4 G1 G2 G3 G4 G1 G2 G3 G4 G1 G2 G3 G4

Each gate retires a class of risk; each generation extends the envelope of the one before it. The dates above are programme targets; their slip behaviour is governed by the gating expression of the preceding generation. There are no skip steps.

Family scaling

Physical-to-logical scale across five generations.

Log-log map of physical qubits against logical qubits. Solid markers anchor the engineering target. Outlined markers are committed scenarios. Dashed markers indicate research-vision architecture studies that require multiple breakthroughs landing together.

PHYSICAL → LOGICAL · LOG-LOG SCALE · QONTOS FAMILY ARC 10³ 10⁴ 10⁵ 10⁶ 10⁷ 10⁸ Physical qubit count 10⁰ 10¹ 10² 10³ 10⁴ Logical qubit count 100 : 1 overhead 1 000 : 1 overhead 10 000 : 1 overhead QONTOS-1 2 modules · d = 5 · target QONTOS-2 4–8 modules · d = 9–11 · scenario QONTOS-3 16–32 modules · d = 11–13 · scenario QONTOS-4 64–128 modules · research vision QONTOS-5 500–2,000+ modules · research vision
Generations in depth

Each generation, specified in full.

Module organisation, interconnect regime, decoder, error correction, workload class, and the gating expression that opens engineering scope. Numerical envelopes are committed for the target generation, conditional for scenarios, and explicitly speculative for the research vision.

GENERATION I · G1 → G4 TARGET

QONTOS-1

Architecture validation. The first machine.
TARGET

QONTOS-1 retires architectural risk: two modules of five hundred transmons, connected by a base-regime photonic interconnect at η ≥ 0.1 %, validated end-to-end by an operating software runtime. The first logical qubit at distance d = 5 is the G4 acceptance criterion. The machine does not claim useful fault-tolerant computation or ε_L below p_phys; it claims that the hybrid superconducting-photonic architecture is operable end-to-end and that its named risks retire at measurable gates.

DEFINING MILESTONE G4 · First logical qubit
ANCHOR · COMMITMENT
PROGRAMME TARGET
G1 → G4 gates
ACCEPTANCE
subsystem criteria, not dates
WORKLOAD
Bell-pair tomography · d=5 logical
RISKS RETIRED AT THIS GATE
  • Chiplet IO + package loss
  • Control density + cryostat wiring
  • Single-module gate fidelity
  • Cross-module Bell-pair fidelity
  • Decoder latency · 10 μs feed-forward
GEN I · TWO-MODULE SYSTEM MODULE A 295 K 100 mK ≤ 20 mK chiplet 01 · 100 chiplet 02 · 100 chiplet 03 · 100 chiplet 04 · 100 chiplet 05 · 100 500 transmons 50/50 BS + SNSPD 1.5 K 1,550 nm · heralded MODULE B 295 K 100 mK ≤ 20 mK chiplet 01 · 100 chiplet 02 · 100 chiplet 03 · 100 chiplet 04 · 100 chiplet 05 · 100 500 transmons 2 MODULES · 1,000 TRANSMONS · 1 LOGICAL · d = 5
Modules
2
Physical qubits
~10³ · 5 chiplets × 100 / module
Logical qubits
1 · d = 5 · distance-d surface code
Transduction η
≥ 0.1 % · base acceptance · 1,550 nm
Bell-pair rate
10² – 10⁴ s⁻¹
Decoder
FPGA MWPM sparse-blossom
Workload class
Physical-qubit characterisation · Bell-pair tomography · first encoded circuits
GATING · G1 ARCH FREEZE · G2 MOD-A LIVE · G3 BELL-PAIR LINK · G4 LOGICAL QUBIT
GENERATION II · post-Q1 G4

QONTOS-2

Logical-qubit advantage at scale.
SCENARIO

QONTOS-2 raises the surface-code distance from d = 5 to d = 9 → 11 and increases module count from 2 to a band of 4 to 8, anchoring the first sustained logical-qubit advantage on a hybrid superconducting-photonic platform. Modules pair into supermodule couplets sharing a single dilution refrigerator at ≥ 50 μW cooling power at 20 mK. Where QONTOS-1 demonstrates that the architecture is operable, QONTOS-2 demonstrates that operating it delivers a logical error rate strictly below the underlying physical error rate, sustained across continuous workloads at the lattice-cycle cadence.

DEFINING MILESTONE Sustained logical < physical
ANCHOR · STEP-UP
DISTANCE
d = 5 → d = 9–11
MODULES
2 → 4–8 (supermodule)
PAIR SUPPLY
purified-rate dependent
RISKS RETIRED AT THIS GATE
  • Aggressive transduction (η ≥ 0.5 %)
  • Purification overhead model
  • Stitched FPGA decoder fabric
  • Shared-cryoplant supermodule
GEN II · SUPERMODULE COUPLETS · SHARED CRYOPLANT COUPLET A · SHARED DR ≥ 50 μW @ 20 mK MOD A1 500 transmons MOD A2 500 transmons d = 9–11 · η ≥ 0.5 % COUPLET B · SHARED DR ≥ 50 μW @ 20 mK MOD B1 500 transmons MOD B2 500 transmons d = 9–11 · η ≥ 0.5 % photonic mesh 4 – 8 MODULES · 2.5 – 5 × 10³ QUBITS · 10s LOGICAL · d = 9–11
Modules
4 – 8 · supermodule couplets
Physical qubits
2.5 – 5 × 10³
Logical qubits
10s · d = 9 – 11
Transduction η
≥ 0.5 % · aggressive scenario
Purified pair rate
scenario-dependent after BBPSSW-style overhead
Decoder
Stitched FPGA fabric · proto-ASIC tiles
Workload class
Encoded Clifford circuits · repeated stabilizer-cycle benchmarking · cross-module Bell-pair tomography
GATING · Q1 G4 · AGGRESSIVE η · PURIFICATION MODEL · STITCHED DECODER FABRIC · SHARED CRYOPLANT PILOT
GENERATION III · post-Q2

QONTOS-3

First useful FTQC pilot.
SCENARIO

QONTOS-3 is a scenario for the first useful-work pilot if QONTOS-2 closes its logical-error and purified-pair gates. Sixteen to thirty-two modules are organised in racks of four, with a shared cryoplant per rack and a rack-level photonic switch matrix routing Bell-pair traffic between module pairs within and across racks. The interconnect graduates to a multi-rack photonic mesh with wavelength-division multiplexing. Decoder and distillation factories move from validation plans into system-level engineering assumptions.

DEFINING MILESTONE First useful work delivered
ANCHOR · STEP-UP
RACK ORG
4-module racks · 4–8 racks
INTERCONNECT
WDM photonic switch matrix
DECODER
Dedicated ASIC tiles
RISKS RETIRED AT THIS GATE
  • Magic-state factory operability
  • Multi-rack photonic mesh
  • ASIC decoder tiles
  • p_phys ≤ 5 × 10⁻⁴
GEN III · MULTI-RACK PILOT · WDM PHOTONIC SWITCH MATRIX WDM SWITCH fast fabric ASIC decoder tile # 4 racks at corners RACK 01 RACK 02 RACK 03 RACK 04 4 modules · rack 4 modules · rack 16 – 32 MODULES · 4-MODULE RACKS · 50–100 LOGICAL · d = 11–13
Modules
16 – 32 · 4-module racks
Physical qubits
1 – 2.5 × 10⁴
Logical qubits
50 – 100 · d = 11 – 13
Photonic mesh
WDM backbone · fast switch fabric
Transduction η
≥ 1 % · research threshold with purification
Decoder
Dedicated ASIC tiles · fleet-level
Workload class
VQE on 30 – 50 spin-orbitals · QPE on small-medium molecules · classical-shadow verified quantum advantage
GATING · Q2 G4 · MAGIC-STATE FACTORY · MULTI-RACK MESH · ASIC DECODER · p_phys ≤ 5 × 10⁻⁴
GENERATION IV · research vision

QONTOS-4

Production architecture study.
RESEARCH

QONTOS-4 is a research-vision architecture study rather than an engineering target. It explores what a 64 to 128 module production-class system would require: redundancy, hot-spare modules, fleet-level calibration, purified photonic supply, and bounded-latency decoding beyond the QONTOS-3 scenario. The numbers are planning envelopes, not commitments.

DEFINING MILESTONE Research architecture closure
ANCHOR · STEP-UP
FACILITY
Building-scale · 4 m × 6 m / row
REDUNDANCY
Hot-spare modules · fleet calibration
POWER
~1 MW / equipment row
RISKS RETIRED AT THIS GATE
  • Multi-rack cryoplant in production
  • Fleet ASIC decoder (hot-spare)
  • Continuous month-scale operation
  • p_phys ≤ 3 × 10⁻⁴
GEN IV · BUILDING-SCALE PRODUCTION FACILITY · FLEET ASIC DECODER EQUIPMENT FLOOR · ~1 MW PER ROW hot spare WDM PHOTONIC BACKBONE · PURIFIED PAIR SUPPLY TBD 64 – 128 MODULES · 3.2–6.4×10⁴ QUBITS · 500 – 1000 LOGICAL
Modules
64 – 128 · building-scale facility
Physical qubits
3.2 – 6.4 × 10⁴
Logical qubits
500 – 1 000 · d = 13 – 17
Purified pair supply
research parameter, not fixed
Interconnect
WDM backbone · entanglement purification assumed
Decoder
Fleet ASIC decoder concept · d ≥ 21 risk tracked separately
Workload class
Architecture study for production FTQC workloads and resource-estimate closure
GATING · Q3 G4 · MULTI-RACK CRYOPLANT · FLEET ASIC DECODER · p_phys ≤ 3 × 10⁻⁴
GENERATION V · long-range research vision

QONTOS-5

Datacenter architecture study.
RESEARCH

QONTOS-5 is a long-range architecture study, not a committed facility build. A million physical qubits requires roughly 2,000 modules at 500 qubits per module; the lower bound of 500 modules corresponds to roughly 250,000 physical qubits. The v5.4 paper uses this envelope as a resource-estimate closure exercise against external RSA-2048 benchmarks, not as a claim that the programme can beat those benchmarks with fewer qubits today.

DEFINING MILESTONE Datacenter-scale FTQC
ANCHOR · v5.4 RESOURCE ESTIMATE
RSA-2048
external-benchmark closure
FACILITY
500–2,000+ modules
MESH
Full WDM datacenter backbone study
RISKS RETIRED AT THIS GATE
  • Full WDM datacenter mesh
  • Multi-level distillation factories
  • p_phys ≤ 1 × 10⁻⁴
  • Logical qubits at 10⁴ scale
GEN V · DATACENTER-SCALE FAULT-TOLERANT FACILITY BUILDING A 500+ module class BUILDING B up to 2,000+ modules BUILDING C research facility FULL WDM DATACENTER MESH · MULTI-LEVEL DISTILLATION 500–2,000+ MODULES · 2.5×10⁵–10⁶+ QUBITS · 10³–10⁴+ LOGICAL
Modules
500 – 2,000+ · multi-building study
Physical qubits
2.5 × 10⁵ – 10⁶+
Logical qubits
10³ – 10⁴+ · d ≥ 21
Interconnect
Purified photonic backbone · research assumption
Decoder
d ≥ 21 decoder fabric not fixed
Workload class
Resource-estimate closure for cryptanalysis, chemistry, materials, and optimisation
RESEARCH GATES · FULL WDM DATACENTER MESH · PURIFICATION OVERHEAD · d ≥ 21 DECODER FABRIC · DISTILLATION SCALE
Evidence basis

What target, scenario, and research vision mean.

The QONTOS programme states each generation against a precise evidence basis. The status key sets the rules under which numerical envelopes are committed, conditional, or speculative.

TARGET

Engineering objective with stated gate criteria.

The engineering shape is committed and the numerical envelopes are anchored in the v5.4 whitepaper. QONTOS-1 is the only generation at this status. Each subsystem has a measurement protocol and a passage gate; the machine is the assembly that proves they hold simultaneously.

SCENARIO

Committed shape, conditional envelope.

The engineering shape is committed; the numerical envelopes are conditional on the prior generation's acceptance criteria having passed. QONTOS-2 and QONTOS-3 sit at this status. The architecture is sized to deliver the scenario when the gating expression closes.

RESEARCH VISION

Architecture study requiring multiple breakthroughs.

QONTOS-4 and QONTOS-5 sit at this status. Their numbers identify open research constraints such as purified-pair supply, d ≥ 21 decoder fabric, distillation overhead, and facility-scale cryogenics; they are not engineering targets.

Gating discipline. No generation carries a calendar date. Each generation carries a gating expression — a specific set of subsystem milestones that must close before the generation enters engineering scope. The same discipline that governs the four G1 → G4 gates of QONTOS-1 extends across the family arc: each transition is conditional on specific, measurable evidence from the prior generation. Numerical targets are stated as engineering objectives gated by subsystem milestones, not as measured performance.

Risk retirement matrix

Risk attenuates across the arc.

Eight engineering risk categories, five generations, one cumulative retirement map. A solid cell signals a risk closed at acceptance of that generation. An outlined cell signals a committed reduction. An open cell signals a research item still on the programme register.

RISK CATEGORY × GENERATION · RETIREMENT STATE Q1 Q2 Q3 Q4 Q5 TARGET SCENARIO SCENARIO RESEARCH RESEARCH Chiplet IO + package loss density inside the cryostat envelope RET RET RET RET RET Control density + wiring passive heat load on the mixing chamber RET RET RET RET RET Single-module gate fidelity DRAG + tunable-coupler CZ at target RET RET RET RET RET Cross-module Bell-pair fidelity F_raw ≥ 0.90 by tomography RET RET RET RET RET Decoder latency MWPM in 5 μs · feed-forward 10 μs RET RET RET RET RET Magic-state distillation factory non-Clifford operability at production scale · CMT RET RET RET Multi-rack photonic mesh WDM backbone + fast switch fabric · · CMT RET RET Datacenter-scale fault tolerance 10⁴+ logical qubits · d ≥ 21 · · · CMT RET RET retired at acceptance CMT committed (scenario) · open · on register 8 RISK CATEGORIES · 5 GENERATIONS

The matrix attenuates left to right. Risk categories that QONTOS-1 closes at G4 do not reopen for later generations; later cells inherit the closure. The research categories that remain open through Gen III become architecture-study inputs at Gen IV and Gen V. This is the discipline that makes the family arc a single architectural programme rather than five independent designs.

Workload class · per generation

What each generation unlocks.

The QONTOS family is paced by what each generation enables, not what it scales. Numerical thresholds open or close particular classes of workload. Below: the canonical workload class per generation, with representative example targets.

QONTOS-1~10³ physical
Physical-qubit characterisation, Bell-pair tomography across the modular boundary, first encoded distance-5 surface-code logical qubit.
Examples. One-logical memory experiments · cross-module CNOT validation · syndrome statistics at d = 5.
QONTOS-22.5–5×10³ physical
Encoded Clifford circuits, repeated stabilizer-cycle benchmarking, cross-module Bell-pair tomography, first sustained logical advantage.
Examples. Multi-logical Clifford chains · prototype magic-state injection · sustained logical < physical error.
QONTOS-3~10⁴–10⁵ physical
VQE on 30 – 50 spin-orbitals, QPE on small-to-medium molecules, classical-shadow verified quantum advantage, first useful FTQC pilot.
Examples. Hydrogen-chain ground-state energy · CH₄ / N₂ binding · prototype lattice-gauge models.
QONTOS-43.2–6.4×10⁴ physical
Research architecture study for production FTQC workloads, purified interconnects, decoder scaling, and protected distillation overhead.
Examples. FeMoco-class resource studies · facility-level purification budgets · cryptographic stress-test estimates.
QONTOS-52.5×10⁵–10⁶+ physical
Long-range resource-estimate closure for cryptanalysis, datacenter-class chemistry and materials, and optimisation.
Examples. RSA-2048 estimates compared against external benchmarks · industrial chemistry suites · high-Tc materials search.
Engineering bulletin

Programme dispatches.

26.05.12

v5.4 whitepaper formalises the QONTOS-5 resource estimate

Section 11 of the v5.4 architecture whitepaper anchors the family arc. The QONTOS-5 envelope is treated as a resource-estimate closure exercise against external RSA-2048 benchmarks, not a committed facility claim.

Whitepaper
DOWNLOAD ↗
26.03.04

QONTOS-2 supermodule couplet selected for shared-cryoplant pilot

The QONTOS-2 generation will pair two compute modules into a supermodule couplet under a single dilution refrigerator at ≥ 50 μW cooling power. The supermodule footprint is the unit of scaling for QONTOS-3.

Engineering update
VIEW QONTOS-1 →
26.01.18

Decoder migration path: FPGA → ASIC at QONTOS-3

The MWPM decoder will graduate from FPGA implementation at QONTOS-1 and QONTOS-2 to dedicated ASIC tiles at QONTOS-3. The QONTOS-4 generation runs the same ASIC pattern at fleet scale with hot-spare redundancy.

Engineering update
VIEW DECODER →
Programme architecture

A five-generation engineering programme.

The QONTOS programme develops modular superconducting-photonic quantum computers across a five-generation arc. QONTOS-1 is the first-machine assembly that proves the architecture. QONTOS-2 and QONTOS-3 are conditional scenarios. QONTOS-4 and QONTOS-5 remain research-vision architecture studies.

Each generation is sized against the engineering risk retired by the one before it. The first commercially relevant logical-qubit count is not claimed by QONTOS-1; later generations depend on purified photonic links, protected distillation overhead, and decoder scaling that remain open research and engineering topics.

QONTOS-1 specification