QEncode Benchmark

Pricing

The benchmark suite is free and open source. Run it yourself with one command.

Managed certification — with signed artifacts, provenance receipts, and audit-ready reports — is available for teams that need verified results for publications, grants, or hardware evaluations.

Self-run — always free

Clone the repo, install requirements-v4.txt, and run generate_entry_v4.py. Full pipeline: PySCF → PennyLane → VQE → JSON entry.

GitHub

Managed certification

Single Molecule

$1,500

  • Managed benchmark execution for one Suite v4 molecule.
  • Signed receipt + validation report package.
  • Public leaderboard eligibility when quality criteria pass.
Apply for access

Full Suite v4

$4,000

  • Full managed execution across all Suite v4 molecules.
  • Signed artifacts + audit-ready benchmark package.
  • Strongest trust signal for external publication or hardware evaluation.
Apply for access

How certification works

1. Apply

Submit workload scope and timeline in the access form.

2. Scope review

QEncode confirms plan fit, runtime class, and expected turnaround.

3. Execute & deliver

Managed run + signed artifact delivery and publication options.

FAQ

Is benchmark access free?

Yes — the full suite is open source. Run it yourself for free anytime. Managed certification services are paid.

Do we need to pay before applying?

No. Apply first so QEncode can confirm scope, readiness, and turnaround.

Can results stay private?

Yes. Public leaderboard publication is optional — private delivery is fully supported.

What molecules are available in Suite v4?

H₂, HF, LiH, BeH₂, H₂O, NH₃, H₂CO, C₄H₆, (H₂O)₂, C₄H₄, H₄, N₂, H₆, benzene, H₈, and H₁₀ — all certified. All use cc-pVDZ basis with chemistry-driven active spaces.

Questions?

Reach out directly — we'll help you choose the right scope for your timeline and budget.

[email protected]