Benchmarking a trapped-ion quantum computer with 30 qubits

Jwo-Sy Chen, Erik Nielsen, Matthew Ebert, Volkan Inlek, Kenneth Wright, Vandiver Chaplin, Andrii Maksymov, Eduardo Páez, Amrit Poudel, Peter Maunz, and John Gamble

IonQ, College Park, MD 20740

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Abstract

Quantum computers are rapidly becoming more capable, with dramatic increases in both qubit count [1] and quality [2]. Among different hardware approaches, trapped-ion quantum processors are a leading technology for quantum computing, with established high-fidelity operations and architectures with promising scaling. Here, we demonstrate and thoroughly benchmark the IonQ Forte system: configured as a single-chain 30-qubit trapped-ion quantum computer with all-to-all operations. We assess the performance of our quantum computer operation at the component level via direct randomized benchmarking (DRB) across all 30 choose 2 = 435 gate pairs. We then show the results of application-oriented [3][4] benchmarks and show that the system passes the suite of algorithmic qubit (AQ) benchmarks up to #AQ 29. Finally, we use our component-level benchmarking to build a system-level model to predict the application benchmarking data through direct simulation. While we find that the system-level model correlates with the experiment in predicting application circuit performance, we note quantitative discrepancies indicating significant out-of-model errors, leading to higher predicted performance than what is observed. This highlights that as quantum computers move toward larger and higher-quality devices, characterization becomes more challenging, suggesting future work required to push performance further.

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[146] Tom Ginsberg and Vyom Patel, "Quantum Error Detection For Early Term Fault-Tolerant Quantum Algorithms", arXiv:2503.10790, (2025).

[147] Hadi Salloum, Kamil Sabbagh, Vladislav Savchuk, Ruslan Lukin, Osama Orabi, Marat Isangulov, and Manuel Mazzara, "Performance of Quantum Annealing Machine Learning Classification Models on ADMET Datasets", IEEE Access 13, 16263 (2025).

[148] Hoa T. Nguyen, Muhammad Usman, and Rajkumar Buyya, "QFOR: A Fidelity-aware Orchestrator for Quantum Computing Environments using Deep Reinforcement Learning", arXiv:2508.04974, (2025).

[149] Ilya Gerasin, Nikita Zhadnov, Konstantin Kudeyarov, Ksienia Khabarova, Nikolay Kolachevsky, and Ilya Semerikov, "Optimized surface ion trap design for tight confinement and separation of ion chains", arXiv:2407.14195, (2024).

[150] Elijah Pelofske, Andreas Bärtschi, John Golden, and Stephan Eidenbenz, "High-Round QAOA for MAX $k$-SAT on Trapped Ion NISQ Devices", arXiv:2306.03238, (2023).

[151] Xian Wu, Chenghong Zhu, Jingbo Wang, and Xin Wang, "BOSS: Blocking algorithm for optimizing shuttling scheduling in Ion Trap", arXiv:2412.03443, (2024).

[152] Mulundano Machiya, Matt Menickelly, Paul Hovland, and Ji Liu, "MonteQ: A Monte Carlo Tree Search Based Quantum Circuit Synthesis Framework", arXiv:2604.19029, (2026).

[153] Erfan Abbasgholinejad, Haoqin Deng, John Gamble, J. Nathan Kutz, Erik Nielsen, Neal Pisenti, and Ningzhi Xie, "Extremum seeking control of quantum gates", arXiv:2309.04553, (2023).

[154] Finn Voichick, Leonidas Lampropoulos, and Robert Rand, "COGNAC: Circuit Optimization via Gradients and Noise-Aware Compilation", arXiv:2311.02769, (2023).

[155] Meng Wang, Poulami Das, and Prashant J. Nair, "Qoncord: A Multi-Device Job Scheduling Framework for Variational Quantum Algorithms", arXiv:2409.12432, (2024).

[156] Mingyu Kang, Hanggai Nuomin, Sutirtha N. Chowdhury, Jonathon L. Yuly, Ke Sun, Jacob Whitlow, Jesús Valdiviezo, Zhendian Zhang, Peng Zhang, David N. Beratan, and Kenneth R. Brown, "Seeking a quantum advantage with trapped-ion quantum simulations of condensed-phase chemical dynamics", arXiv:2305.03156, (2023).

[157] Liudmila A. Zhukas, Vivian Ni Zhang, Qiang Miao, Qingfeng Wang, Marko Cetina, Jungsang Kim, Lawrence Carin, and Christopher Monroe, "Quantum Machine Learning via Contrastive Training", arXiv:2511.13497, (2025).

[158] Erik Lötstedt, Takanori Nishi, and Kaoru Yamanouchi, "Simulation of time-dependent quantum dynamics using quantum computers", Advances in Atomic Molecular and Optical Physics 73, 33 (2024).

[159] Carlos Flores-Garrigós, Anton Simen, Qi Zhang, Enrique Solano, Narendra N. Hegade, Sayonee Ray, Claudio Girotto, Jason Iaconis, and Martin Roetteler, "Quantum Feature Selection with Higher-Order Binary Optimization on Trapped-Ion Hardware", arXiv:2604.26834, (2026).

The above citations are from Crossref's cited-by service (last updated successfully 2026-07-15 11:25:48) and SAO/NASA ADS (last updated successfully 2026-07-14 23:19:33). The list may be incomplete as not all publishers provide suitable and complete citation data.

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