Quantum Computing Applications

Public Pure-Play Revenue, FY2024 vs FY2025

Annual revenue for the public quantum pure-plays. Growth is high off tiny bases, and the absolute numbers stay small against market caps in the tens of billions. Mix varies by name: IonQ said more than 60 percent of FY2025 was commercial. Reported GAAP profits in this group are largely non-cash warrant gains.

Application Readiness: NISQ Reality vs Fault-Tolerant Promise

For each vertical, what is realistic on today's noisy machines versus what requires fault tolerance that does not yet exist at scale. Finance and logistics have the most credible near-term traction; the rest is mostly research and promise.
VerticalNear-term reality (NISQ)Maturity
FinanceMeasured pilots (HSBC and IBM bond trading, up to 34%)Emerging
LogisticsDeployed annealing solvers, single-digit-percent gainsEmerging
Drug discoveryResearch benchmarks (mRNA structure, up to 156 qubits)Early
Materials and chemistryFeasibility studies (batteries, photochemistry)Early
Machine learningVQE production-style workloadsSpeculative
CryptographyThe threat, not a purchase (drives PQC spend)Threat

Named Enterprise Pilots

Representative enterprise engagements with quantum providers. Nearly all are pilots, research, or benchmarks rather than production. The HSBC and IBM bond-trading result is the strongest measured commercial datapoint so far.
EnterpriseResult
HSBCFirst measured quantum value in bond trading (up to 34% better fill prediction)
JPMorganPortfolio optimization and certified-randomness demonstrations
ModernamRNA structure simulation at up to 156 qubits
Boehringer IngelheimmRNA secondary-structure simulation
Mercedes-BenzEV battery chemistry simulation
VolkswagenRoute and paint-line scheduling, battery simulation
DHLCourier routing, roughly 5 to 10% efficiency gains
BMW, BASFPre-competitive quantum-applications consortium

Quantum-as-a-Service: The Commercial Channel

Cloud access, not on-prem hardware sales, is how nearly all customers reach quantum. The hyperscalers aggregate multiple vendors behind one API, which is why durable exposure to commercial usage runs through the large-cap cloud providers.
PlatformTicker
IBM QuantumIBM
AWS BraketAMZN
Azure QuantumMSFT
Google CloudGOOGL
CUDA-Q and NVQLinkNVDA

Measured Finance Results (and What They Are Not)

The HSBC and IBM bond-trading study is the only figure here with a quantified improvement on production-scale data. It is a research trial, not live production trading. Other banks have research collaborations without a comparable published percentage.
FirmMetric
HSBCUp to 34% improvement in predicting fill probability on European corporate-bond RFQ data versus classical-only models used in the study.
JPMorganNo comparable published percentage. Public descriptions cover portfolio-optimization research and certified-randomness demonstrations.

IonQ FY2025 Revenue Mix (Disclosed Floor)

IonQ is the revenue leader among listed hardware pure-plays and the one that discloses a commercial split. It said more than 60 percent of FY2025 revenue was commercial. The chart uses 60 percent as a floor. The remainder includes government and other; an exact government percentage is not broken out.

The Classical Bar Quantum Has to Clear

Cases where classical methods matched or beat a published quantum experiment, plus Google's 2025 Quantum Echoes claim, which had not been independently reproduced. Production-grade advantage remains a high bar because classical algorithms keep moving.
CaseQuantum claim
IBM Eagle kicked Ising (127 qubits)Nature 2023: noisy-hardware simulation framed as beyond brute-force classical
Sycamore random-circuit samplingGoogle 2019 supremacy-style claim
Quantum Echoes (OTOC) on WillowGoogle, October 2025: 13,000 times faster than Frontier on a 65-qubit OTOC task (Nature)
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Quantum Computing Applications: Market Data | Sterling