JPMorgan Chase (Quantum Research)
JPMorgan Chase runs one of the most advanced quantum computing research programs in financial services, with a dedicated team exploring quantum algorithms for portfolio optimization, derivative pricing, risk analysis, and fraud detection. The bank is an early user of Quantinuum's Helios system and has published extensively on quantum approaches to Monte Carlo simulation and optimization. JPMorgan's Global Technology Applied Research division has collaborated with IBM, Quantinuum, and QC Ware on production-relevant quantum finance algorithms.
- Country
- United States
- Founded
- 2000
- Stage
- Public
Stock · NYSE: JPM
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Related companies
IBM Quantum
Full StackIBM operates the world's largest fleet of cloud-accessible quantum systems through the IBM Quantum Network, serving over 300 organizations. Its superconducting qubit roadmap has progressed from the 127-qubit Eagle (2021) through the 1,121-qubit Condor to the current 156-qubit Heron processor, which achieved a 16x performance improvement over 2022 systems. IBM's open-source Qiskit SDK is the most widely used quantum programming framework globally. The company targets a 200-logical-qubit system (Starling) by 2028 using LDPC codes that it claims require 90% fewer physical qubits than surface codes.
Google Quantum AI
Full StackGoogle Quantum AI operates from Santa Barbara, California. In late 2024, its Willow chip demonstrated below-threshold quantum error correction for the first time — the most significant QEC milestone to date. In October 2025, Google acquired MIT-founded Atlantic Quantum, adding its modular superconducting chip stack (co-located qubits and cryogenic control electronics) to accelerate scaling toward large-scale error-corrected systems. Google's open-source Cirq framework is widely used for circuit-level quantum programming.
Rigetti Computing
HardwareRigetti is a publicly traded pure-play quantum computing company that designs and manufactures superconducting quantum processors in its own fabrication facility — one of only a few quantum companies with in-house fab capability. Its current Ankaa-2 system (84 qubits) uses tunable couplers and a square lattice for 98% median two-qubit gate fidelity. Rigetti also sells QPUs directly through its Novera product line, and offers cloud access via Amazon Braket and Azure Quantum. In collaboration with Riverlane, it demonstrated real-time low-latency quantum error correction in 2024.
Quantinuum
Full StackFormed from the 2021 merger of Honeywell Quantum Solutions and Cambridge Quantum Computing, Quantinuum leads the world in logical qubit count and trapped-ion fidelity. Its Helios system (launched November 2025) offers 98 physical and 48 logical qubits using barium atoms, and is available via cloud and on-premises installation. Early users include JPMorgan Chase, SoftBank, Amgen, and BMW. Quantinuum was valued at $10 billion as of 2025 and is backed by Honeywell, which retains majority ownership. It also develops TKET, a widely-used open-source quantum compiler.