QEncode Benchmark

Get Certified

Managed certification provides a signed artifact, provenance receipt, and audit-ready benchmark report — suitable for papers, grant applications, and hardware evaluation claims.

New here? Start with the application.

If this is your first certification, apply first so we can confirm molecule scope, active space requirements, timeline, and the right plan for your use case. The application takes 2 minutes and we respond within 1–2 business days.

Apply for certification

Certification plans

Single Molecule

$1,500

  • Managed benchmark execution for one Suite v4 molecule.
  • Signed certification receipt + benchmark report.
  • Public leaderboard eligibility when quality criteria pass.
Purchase — Single Molecule

Full Suite v4

$4,000

  • Managed execution across the full Suite v4 molecule catalog.
  • Signed artifacts + audit-ready benchmark package.
  • Strongest trust signal for external publication or hardware evaluation.
Purchase — Full Suite v4

Service level and delivery

Intake confirmation

Within 1 business day after payment and request details.

Standard turnaround

5–10 business days depending on queue and compute load.

Delivery artifacts

Signed receipt, validation summary, and leaderboard eligibility determination.

FAQ

If the benchmark is open-source, why pay?

Anyone can run the code — that is the point. The certification service provides managed execution, Ed25519-signed artifacts, and an audit-ready report that reviewers, program officers, and hardware vendors can independently verify. Self-run results are valid for research; signed certified results are required for leaderboard inclusion and external claims.

Is the fee charged even if I don't pass certification?

Yes — the fee covers managed execution, audit work, and verification regardless of outcome. Failed runs appear in the Research tab, not the trash. If a molecule doesn't converge, we record and deliver the result as-is.

Can results stay private?

Yes. Public leaderboard inclusion is optional — private delivery is fully supported for internal R&D, competitive benchmarking, and grant use.

Which molecules are available?

All Suite v4 molecules: H₂, HF, LiH, BeH₂, H₂O, NH₃, H₂CO, C₄H₆, (H₂O)₂, C₄H₄, H₄, N₂, H₆, benzene, H₈, and H₁₀ — all certified. Custom molecules available on request — contact us to discuss scope.

Apply first →or[email protected]