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QCOS Bench™ — Quantum Benchmarking Platform

Reproducible performance metrics across quantum hardware. Registry for benchmark artifacts and compliance with standardized evaluation protocols.

QCOS Bench™ is SoftQuantus®'s comprehensive benchmarking platform for quantum computing. It provides reproducible performance metrics, standardized evaluation protocols, and a registry for benchmark artifacts.

Overview

QCOS Bench™ enables fair, reproducible comparison of quantum hardware and software. Whether you're evaluating quantum processors, validating algorithm implementations, or ensuring compliance, QCOS Bench provides the tools and standards you need.

Key Features

Reproducible Benchmarking

  • Standardized Protocols: Industry-standard benchmark suites (QV, CLOPS, application benchmarks)
  • Reproducible Runs: Deterministic execution with full audit trails
  • Version Control: Track benchmark versions and methodology changes
  • Comparison Tools: Fair head-to-head comparisons across hardware

Benchmark Registry

  • Artifact Storage: Secure storage for circuits, results, and metadata
  • Public Leaderboards: Opt-in performance rankings
  • Private Benchmarks: Confidential evaluations for enterprise
  • Historical Data: Track performance evolution over time

Compliance & Verification

  • Third-Party Audits: Independent verification services
  • Certification Programs: Hardware certification benchmarks
  • Regulatory Alignment: Meet emerging quantum computing standards
  • Chain of Custody: Complete provenance for all results

Benchmark Suites

Quantum Volume (QV)

Standard quantum volume measurements with statistical rigor.

CLOPS

Circuit Layer Operations Per Second for throughput evaluation.

Application Benchmarks

  • VQE: Variational Quantum Eigensolver for chemistry
  • QAOA: Quantum Approximate Optimization Algorithm
  • QML: Quantum Machine Learning circuits
  • Error Correction: Logical qubit performance

Custom Benchmarks

Define and run custom benchmark protocols for specific use cases.

Architecture

┌─────────────────────────────────────────────────────────┐
│                   QCOS Bench™ Platform                  │
├─────────────────────────────────────────────────────────┤
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐     │
│  │  Benchmark  │  │   Artifact  │  │   Report    │     │
│  │   Engine    │  │   Registry  │  │  Generator  │     │
│  └─────────────┘  └─────────────┘  └─────────────┘     │
├─────────────────────────────────────────────────────────┤
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐     │
│  │   IBM QX    │  │    IonQ     │  │   Rigetti   │     │
│  │  Connector  │  │  Connector  │  │  Connector  │     │
│  └─────────────┘  └─────────────┘  └─────────────┘     │
├─────────────────────────────────────────────────────────┤
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐     │
│  │ AWS Braket  │  │Azure Quantum│  │  Simulators │     │
│  │  Connector  │  │  Connector  │  │  Connector  │     │
│  └─────────────┘  └─────────────┘  └─────────────┘     │
└─────────────────────────────────────────────────────────┘

Use Cases

Hardware Vendors

Validate and certify quantum processor performance with standardized benchmarks.

Enterprise Procurement

Compare quantum hardware options with reproducible, auditable metrics.

Research Institutions

Track algorithmic improvements with consistent evaluation protocols.

Regulatory Compliance

Meet emerging standards for quantum computing in regulated industries.

Integration

Python SDK

from qcos_bench import BenchmarkClient
 
client = BenchmarkClient(api_key="your-key")
 
# Run Quantum Volume benchmark
qv_result = client.run_benchmark(
    suite="quantum-volume",
    backend="ibm_brisbane",
    config={"depth": 10, "shots": 1000}
)
 
print(f"Quantum Volume: {qv_result.qv}")
print(f"Confidence: {qv_result.confidence}%")
 
# Compare across backends
comparison = client.compare(
    suite="vqe-h2",
    backends=["ibm_brisbane", "ionq_aria", "rigetti_aspen"]
)

CLI

# Run a benchmark suite
qcos-bench run --suite quantum-volume \
    --backend ibm_brisbane \
    --output results.json
 
# Compare results
qcos-bench compare --results results1.json results2.json
 
# Generate report
qcos-bench report --format pdf --input results.json

Reports & Analytics

  • PDF Reports: Publication-ready benchmark reports
  • Interactive Dashboards: Explore results in real-time
  • Export Formats: JSON, CSV, LaTeX for integration
  • Statistical Analysis: Confidence intervals, error bars, trend analysis

Getting Started

  1. Sign Up: Create account at portal.softquantus.com
  2. Install SDK: pip install qcos-bench
  3. Run First Benchmark: Follow the quickstart guide
  4. Explore Registry: Browse public benchmark results

Resources