We make quantum
computers better.
The performance layer between your application and any QPU. Reads the machine's live calibration. Picks the winning qubits, route and schedule — every run.
96 preregistered comparisons against IQM's and IBM's own software — in the deep, complex regime where quantum computing actually earns its money. 96 wins. Below the capacity edge, vendor defaults hold their ground — that edge is exactly what we measure, predict and push. We add to the record in front of anyone who wants to watch.
Same hardware, same problem, deep regime: 78% more usable signal than the vendor's own stack.
At QAOA depth p=230, the vendor default is statistically indistinguishable from coin-flipping (0.500). ROX resolves the problem structure at ≥6.7σ — same chip, same day, same transpiler.
Deep circuit, 432 entangling gates, same chip, same day, IBM's own compiler at maximum settings. The deeper you go, the wider our lead.
Noise-extrapolated ground state of a frustrated 12-spin topology reproduced within measurement uncertainty, at 432 two-qubit gates of depth.
Depth-capability model fitted on one QPU, sealed before launch, then fired at a foreign chip: mean prediction error 1.63 points across the full ladder. Know your usable depth before you pay for a single shot.
We read it from data you already paid for. Axis-resolved channel anatomy, reproduced across independent runs to two hundredths — a measurement instrument, not a one-off. One chip thermally soft, its sibling anisotropy-dominated: we tell them apart from archives.
Artifact-controlled, 14σ. Free-arm half-life ~11 µs; protected, the witness is still climbing at 40 µs.
+9 points over unprotected at >50σ — and statistically level with the industry-standard defense on two chips, in two time regimes. Nothing beats it; nothing we tested beats us.
Every physically forbidden shot identified and discarded — +16 points of state quality mined from archived data. Zero additional QPU seconds.
Replicated on our stack in 81 seconds. Time-crystalline order held against deliberate detuning.
Our error bars come in 2–4.5× tighter — you buy fewer shots for the same answer. Quantum compute is the most expensive compute on Earth; we make it smaller.
Measured on IQM Garnet, IQM Emerald, IBM Heron. Every figure carries a task ID, independently verifiable on AWS & IBM.
96 : 0 where it
gets hard.
96 preregistered comparisons against IQM's and IBM's own software — in the deep, complex regime where quantum computing actually earns its money. 96 wins. We add to the record in front of anyone who wants to watch.
One layer.
Five products.
Same hardware, same circuits: up to +78% effective fidelity, twice the state surviving deep circuits, ~3× less QPU time for equal confidence.
We forecast where computations collapse — including chips we've never touched (1.63 pts mean error, sealed before launch).
We read it from data you already paid for: chip diagnostics, acceptance testing, drift monitoring — zero machine seconds.
We mine +15–17 points of state quality retroactively from archived runs, at zero QPU cost.
Preregistered runs, official job IDs, forensic audits, raw counts you can recompute in five minutes. Skepticism is a feature here.
No competitor covers even two of these layers.
Where it earns.
Every industry below runs on the same two problem engines: combinatorial optimization and ground-state search. Our record in exactly these two: 96 preregistered wins against the vendors' own stacks — at depths of up to ~6,900 entangling gates, where default paths return coin-flip noise.
Drug simulation is ground-state search. We compute ground-state energies on real hardware, exact to measurement uncertainty — the number every chemistry pipeline is built on.
The hardest materials problems are frustrated many-body systems. On those, more than twice the quantum state survives with us — and our lead grows the deeper you go.
Portfolio, risk, allocation: optimization and ground-state search, back to back. Signal at 13.5σ where the vendor path has already flatlined.
Routing and scheduling at industrial depth: 6,900 gates in, still resolving structure at ≥6.7σ — thousands of gates past the point where the default gave up. And 4 billion operations orchestrated through a single job, zero failures.
Certified quantum entropy: provably true randomness, yield per machine-hour maximized, with a forensic audit trail regulators can cite.
We predict your result
before the machine runs.
Every other tool optimizes in hindsight. ROX_Q runs on a proprietary capacity theory that forecasts — before submission — where a circuit will collapse, how deep it can go, and what today's machine can carry. 3 of 3 layer-accurate collapse predictions on commercial hardware. Our scaling advantage on the 54-qubit chip: predicted in writing, then proven at 11.4σ.
> rox forecast --circuit portfolio_v3 --backend iqm_emerald ✓ predicted collapse: layer 122 ✓ recommended depth: ≤ 96 ✓ expected advantage vs. default path: +5.4 pts > submit? [Y/n] ▊
Stop paying to find out. Know first. Then run.
One job. 4 billion operations.
Zero failures.
Our orchestration pipeline holds industrial workloads that break standard submission paths.
Orchestration stress-bench · 120 qubits · 327s QPU
Five audiences. One layer.
Cut them to a third — or run 3× more experiments on the same budget. Your circuits stay untouched. Onboarding pays for itself out of proven savings.
Your users get more results per QPU-minute, without you writing a line. Stacks with error-suppression tools. This layer has never lost.
Your machines, measured at their best. "ROX-ready" becomes a sales argument. Our advantage grows with your chip size — your roadmap is our multiplier.
More science per machine-hour. Court-proof audit reports your committees can cite. Results count both ways — that's why they're believed.
On-premise. Licensed. No data leaves the country. Capability you cannot import: a predictive theory of quantum execution, patent-filed.
Today we route around decoherence.
Stage 2 attacks it at the root.
The filed patent covers our full layer — selection, sequencing, active stabilization — including Floquet-engineered protection aimed at T1 itself: actively scheduled recovery windows at pulse level, driven by the capacity model.
The foundation is already measured: the patented pulse sequence beats unprotected operation by +9 points at >50σ — and holds the industry-standard defense to parity on two chips, in two time regimes. Nothing we tested beats it.
Pulse access: live today. Stage-2 campaign: written and scheduled.
Don't believe us. Check us.
Every number on this page was produced under preregistration — endpoints fixed in writing before submission, wins and losses both counted. Partner data room under NDA. Standing offer: recompute any figure with us, live. We insist.
Talk to the founder.
Benchmarks, onboarding, partnerships — direct line, no layers.