Flawless execution of all gate sets without physical topology mapping bottlenecks.
The Edge-Native Quantum OS for Utility-Scale Applications
Bypass the Hardware. Resolve the Impossible.
Catalyst-Q is the world's first stateless quantum execution proxy. We have replaced localized cryogenic hardware with a software-defined topological architecture. Stop waiting a decade for fault-tolerant hardware—execute massive 2,500-asset risk models and 256-qubit material simulations natively on the edge today.
pip install catalyst-q
# Controlled hosted index:
pip install --index-url https://catalyst-q-sdk.strategic-innovations.ai/simple catalyst-qEmpirical Superiority
Catalyst-Q is built on empirical, reproducible evidence. While legacy quantum hardware companies rely on theoretical roadmap promises and 10-year timelines, we provide downloadable, cryptographically signed artifacts proving utility-scale supremacy today.
Execute massive circuits instantly—far beyond the capabilities of IBM or Google's current roadmaps.
Completely eliminate the physical noise that ruins results on NISQ-era hardware.
High-qubit exactness artifact
The latest compact-execution campaign validates 11 named high-qubit cases with exact targeted answers, zero dense state materialization, and public-safe answer-mode labels. It covers SuperMarQ-style GHZ, QED-C-style product and brickwork circuits, QASMBench/MQT-style phase workloads, and symmetric phase cases.
Official corpus evidence
The current published official-corpus run covers SATLIB uf20-91: 1,000 named SATLIB random 3-SAT instances with 3,000 raw result rows across Catalyst-Q live API, Kissat, and CaDiCaL. It validates hosted SAT correctness on this corpus; it is not a SAT runtime superiority claim.
| Solver | Valid records | Valid rate | Median runtime seconds | Total runtime seconds |
|---|---|---|---|---|
| Catalyst-Q live API | 1000 / 1000 | 1.000000 | 0.54528125 | 748.303935 |
| Kissat local baseline | 1000 / 1000 | 1.000000 | 0.011456708 | 10.898355 |
| CaDiCaL local baseline | 1000 / 1000 | 1.000000 | 0.009249604 | 8.845314 |
Source SHA256: be2835295e8500bb28f0314eba70bd0deaff1250b187260f7b6d0772bdf111a5. Source: https://www.cs.ubc.ca/~hoos/SATLIB/Benchmarks/SAT/RND3SAT/uf20-91.tar.gz.
The second published run covers OR-Library mknap1: 5 of 7 official multidimensional knapsack instances, with Catalyst-Q live API matching the official optimum on every selected case.
| Solver | Valid records | Valid rate | Median runtime seconds | Total runtime seconds |
|---|---|---|---|---|
| Catalyst-Q live API | 5 / 5 | 1.000000 | 0.076966708 | 0.378504 |
| Exact B&B reference | 5 / 5 | 1.000000 | 0.002967 | 0.014968 |
Source SHA256: 727c5f90b6acafa0896ce4b5b5559e2995303b735ee083a07e9b724738fac283. Source: https://people.brunel.ac.uk/~mastjjb/jeb/orlib/files/mknap1.txt.
Latency snapshots
Values below come from local validation runs in tests/results/quantum_simulator_eval.
The optimized targeted mode is appropriate for selected observables; full distribution fidelity
still depends on circuit family and requested output.
Accuracy notes
- Exact sparse modes are used as small-circuit references.
- Optimized modes can be exact for structured targets and approximate for pruned dense outputs.
- Charts separate targeted observable reads from full state materialization.
- Every public claim should remain tied to a reproducible benchmark artifact.
Best-fit workload map
| Workload | Public result | Recommended use | Disclosure stance |
|---|---|---|---|
| Single-gate fidelity | 20/20 public gate coverage | SDK correctness smoke tests | Safe to publish |
| Bell/GHZ/QFT-like small circuits | Reference match on covered tests | Examples and CI validation | Safe to publish |
| High-qubit compact execution | 11/11 exact targeted cases up to 4096 qubits | Targeted probabilities, amplitudes, observables, and verifier traces | Publish method boundaries only |
| Dense arbitrary outputs | Family-dependent | Paid evaluation or custom benchmark | Avoid broad claims |