Quantum Benchmarking
Leverage our in‑house benchmarking expertise to get a clear, data‑driven comparison of state-of-the-art quantum hardware and software solutions—all without taking away the focus from your own R&D.
Why work with us?
Seamless cloud integration
Our stack is already wired into the leading quantum clouds—AWS Braket, Microsoft Azure Quantum, and IBM Quantum—so we can start measuring real value on day one.
Benchmarks at every scale
From single‑qubit fidelity and noise metrics all the way up to end‑to‑end application performance, we run all the tests that matter for your use‑case.
Fast, comprehensive insight
Automated pipelines allow us to execute complete suites quickly, aggregate results, and highlight actionable findings—often within the same engagement.
Open‑benchmark compatibility
Our tooling is fully compatible with community benchmarks such as the QED‑C suite, and we can incorporate additional tests you already rely on.
How a typical engagement works
1. Scoping call
We define the hardware or software targets and agree on the benchmark set.
2. Benchmark execution
Our tool runs the selected tests across the select cloud back‑ends.
3. Analysis & reporting
You receive a concise report with raw data, performance summaries, and our expert recommendations.
4. Follow‑up support
We walk through the results with your team and discuss next steps, upgrades, or deeper investigations.
Ready to see how today’s quantum systems stack up for your workload?
Get in touch and schedule a benchmarking sprint with our consultants.
Tom Lubinski
Technical Director
Tom Lubinski served as the founding chair of the QED-C Standards and Performance Metrics Technical Advisory Committee, leading efforts to develop application-oriented performance benchmarks for quantum computers. He founded the leading open-source repository on application-oriented performance benchmarks for quantum computers. He was awarded the second annual Carl Williams Award for supporting the QED-C’s standards-related efforts. He also serves as Senior Technical Advisor at Quantum Circuits Inc., where he previously held the position of Chief Software Architect. Previously, Tom founded SL Corporation, which became a market leader in Real-Time Process Monitoring and Control Systems software across multiple industries. During his 37-year tenure as CEO and CTO, he guided the company through successful product development and contributed to thousands of customer implementations worldwide.
Sonika Johri
Founder & CEO of Coherent Computing
Sonika Johri has authored 40+ peer-reviewed publications, with recent research focusing on algorithms and software for quantum computers, and frameworks for quantum benchmarking. Prior to founding Coherent Computing, Dr. Johri was a Principal Researcher at IonQ, where she led a team working on quantum applications R&D for clients ranging from startups to Fortune 500 companies, and before that had a stint working at Intel Corporation as a senior quantum algorithms scientist. Dr. Johri holds a PhD in theoretical condensed matter physics from Princeton University.
Research papers
Our methodology is grounded in years of peer‑reviewed research on quantum benchmarking; explore the key papers.

