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Will IonQ publicly demonstrate at least 12 logical qubits before 31 March 2027?

deadline 2027-03-31 confidence medium tier 1 evidence
38%Asturna estimate

Resolution criterion

Yes if IonQ publishes a paper, a preprint, or a release documenting at least 12 logical qubits encoded with active error correction on its hardware.

Verified starting state

The IonQ roadmap shows for 2026: 100 to 256+ physical qubits, 99.99% fidelity, 12 logical qubits, logical error rate below 1e-7, then 10,000 physical and 800 logical in 2027. No demonstration of 12 logical qubits was found three quarters of the way through 2026.

What pushes it up

What pushes it down

What would move this number most

Whether the Superion 256 platform is already executing active syndrome measurement cycles in the lab or if active error correction testing remains in preliminary phases.

How this number is built

Deadline2027-03-31
Base rate35%
Best evidencetier 1 · 5 article(s) used
Independent runs38 · 38 (spread 0 pts)
Confidencemedium
Evidence capnot triggered
Last revised2026-10-17 09:08
Modelgemini-3.8-flash

Sources consulted

IonQ Announces Pricing of $2.0 Billion Equity Offering - IonQtier 1 · IonQ · 2026-10-14IonQ to Acquire Elisity for $1.3B to Advance Quantum Securitytier 1 · IonQ · 2026-10-12IonQ Achieves Record 1 kHz Quantum Interconnect Speedtier 1 · IonQ · 2026-10-09IonQ Advances to DARPA QBI Stage C in $300M Agreementtier 1 · IonQ · 2026-10-07Faster qLDPC: Up to 74x Speedup for Logical Gates | IonQtier 1 · IonQ · 2026-10-06

Probability history

2026-10-17 09:08 38% 87 article(s) on file · gemini-3.8-flash
  • What pushes it up. IonQ's official roadmap targeted 12 logical qubits for 2026, meaning a delivery before 31 March 2027 requires only minor or zero slippage into Q1 2027 [tier 1]
  • What pushes it up. IonQ advanced to DARPA QBI Stage C under a $300M agreement, indicating external validation of its fault-tolerant quantum computing trajectory [tier 1, article 9]
  • What pushes it up. Recent technical focus on qLDPC error correction and interconnects demonstrates active engineering focus on fault-tolerant logical scaling [tier 1, articles 5, 11]
  • What pushes it down. As of mid-October 2026, no public demonstration of 12 logical qubits has materialized, leaving barely 5.5 months before the 31 March 2027 deadline [tier 1]
  • What pushes it down. Demonstrating full active error correction across 12 logical qubits is an exceptionally high technical hurdle, and quantum hardware roadmaps frequently slip by multiple quarters [tier 1]
  • What pushes it down. Recent publications focus heavily on theoretical or scheduled qLDPC speedup architectures, corporate M&A, and financing rather than verified experimental active error correction runs [tier 1, articles 2, 3, 11]
  • What would move this number most. Whether the Superion 256 platform is already executing active syndrome measurement cycles in the lab or if active error correction testing remains in preliminary phases.
2026-10-12 12:10 70% 70 article(s) on file · gemini-3-flash-preview
  • What pushes it up. IonQ has begun deploying its 'Superion 256' platform to partners like FIU and NVIDIA, providing the necessary physical qubit overhead (256 qubits) to support 12 logical qubits [9, 11].
  • What pushes it up. The company has advanced to Stage C of DARPA’s Quantum Benchmarking Initiative, indicating that their technical approach to fault tolerance has passed rigorous external verification [5, 6].
  • What pushes it up. IonQ is actively publishing research on qLDPC codes and scheduled error correction, which are specifically designed to enable logical qubits with lower physical overhead [7].
  • What pushes it up. The 2026 roadmap explicitly targets 12 logical qubits, and the company is currently in the final quarter of that target year [Starting State].
  • What pushes it down. Despite being in Q4 2026, IonQ has not yet publicly demonstrated the 12 logical qubit milestone promised for this year [Starting State].
  • What pushes it down. The transition from physical qubits to active error correction on a dozen logical qubits is a major technical hurdle that has historically seen delays across the industry.
  • What pushes it down. Recent major announcements have focused on interconnect speeds and system deployments rather than a breakthrough in logical qubit counts [1, 2].
  • What would move this number most. Whether the gate fidelities on the Superion 256 platform have reached the 99.99% threshold required by their roadmap to effectively implement the 12-logical-qubit error correction scheme.
2026-10-11 09:20 42% 65 article(s) on file · gemini-flash-latest
  • What pushes it up. IonQ's official roadmap targeted 12 logical qubits for 2026, putting the target window directly within or immediately preceding the deadline [tier 1].
  • What pushes it up. IonQ has actively unveiled Superion 256 hardware partnerships and published progress on qLDPC error correction and CPU-powered decoders in September-October 2026 [tier 1, articles 4, 6, 8, 9].
  • What pushes it up. Advancement to DARPA's Quantum Benchmarking Initiative Stage C suggests third-party technical validation of their fault-tolerance path [tier 1, article 3].
  • What pushes it down. As of mid-October 2026, no demonstration of 12 logical qubits has been published or preprinted, leaving fewer than six months before the 31 March 2027 deadline [tier 1].
  • What pushes it down. Hardware error-correction demonstrations at scale are prone to slippage, and recent releases highlight architecture and interconnect progress rather than verified active logical qubit operations [tier 1, articles 0, 1, 4].
  • What would move this number most. Whether the Superion 256 platform can operate with sufficiently low physical error rates to implement active qLDPC decoding on 12 logical qubits in experiment rather than simulation before Q1 2027 ends.
2026-10-09 13:15 64% 55 article(s) on file · gemini-3.5-flash
  • What pushes it up. IonQ has announced its 'Superion 256' platform featuring 256 physical qubits, which provides the necessary physical qubit overhead to support 12 logical qubits [tier 1, Article 4, 5].
  • What pushes it up. IonQ recently demonstrated a real-time, CPU-powered quantum error correction decoder, solving a major bottleneck for active error correction [tier 1, Article 6].
  • What pushes it up. IonQ has advanced to Stage C of DARPA's Quantum Benchmarking Initiative, indicating rigorous external validation of their scaling roadmap [tier 1, Article 1].
  • What pushes it down. No public demonstration of 12 logical qubits has been published yet, despite the original 2026 roadmap target, leaving a tight window of under 6 months [tier 1, Starting State].
  • What pushes it down. Implementing active error correction across 12 logical qubits is an incredibly complex engineering challenge that may experience integration delays [tier 1, Starting State].
  • What would move this number most. Whether the newly announced Superion 256 systems can successfully execute active error correction protocols to sustain 12 logical qubits in a published demonstration before the March 2027 deadline.
2026-10-07 09:18 22% 24 article(s) on file · openai/gpt-oss-120b (Groq)
  • What pushes it up. Tier‑4 article 0 reports a new qLDPC method that could speed up logical gates, suggesting progress toward error‑corrected qubits [4]
  • What pushes it up. Tier‑4 article 1 claims a real‑time error‑correction breakthrough, indicating possible nearing of logical‑qubit demonstrations [4]
  • What pushes it up. Tier‑4 article 2 describes an end‑to‑end real‑time quantum error decoder, a component needed for logical qubits [4]
  • What pushes it up. Tier‑4 article 3 mentions targeting the error‑correction bottleneck with a single‑CPU decoder, implying hardware readiness [4]
  • What pushes it up. Tier‑4 article 4 reports a decoder running 31.5 million operations, showing scaling of error‑correction infrastructure [4]
  • What pushes it down. Hand‑verified tier‑1 roadmap shows the 12‑logical‑qubit goal for 2026 but no demonstration has been found three‑quarters through 2026, indicating a delay [1]
  • What pushes it down. All recent reports are tier‑4 and uncorroborated by tier‑1 or tier‑2 sources, so they are weak signals and do not confirm a shipped demonstration [4]
  • What would move this number most. A confirmed, peer‑reviewed paper or official IonQ release documenting 12 logical qubits before 31 Mar 2027 would dramatically raise the estimate.
2026-09-22 00:39 29% 10 article(s) on file · gemini-3.8-flash

Reasons not recorded for this revision (detailed history has only been kept since recently).