Monthly Benchmark Report Template
Use this blueprint to publish benchmark reports with consistent structure, reproducible evidence fields, and audit-ready decision notes.
Template Flow
Required Section Order
Section 1: baseline context and active methodology version.
Section 2: reliability score bands with drift indicators.
Section 3: known limits, no-buy conditions, and risk caveats.
Section 4: action path with readiness and evidence tooling links.
Section 5: traceability block linking methodology, changelog, and prior report.
YAML Blueprint
Front-Matter Block
report_id: '2026-06'
published_at: '2026-06-04'
methodology_version: 'v1.2'
benchmark_universe: 22
evidence_requirements:
min_repeated_runs: 3
worker_parity_required: true
connection_hygiene_required: true
critical_flags:
- persistent_dns_leak
- worker_main_mismatch
confidence_band: 'A|B|C'
previous_report: '2026-05'
recommendation_policy: 'evidence_first'
review_owner: 'qa-lead'Keep this block at the top of each report draft so metadata and editorial checks stay consistent.
Release Checklist
Monthly Publication Gate
| Gate | Requirement | Pass rule |
|---|---|---|
| Evidence Gate | Repeated-run logs and no-buy conditions attached | All critical workflows have at least 3 clean runs |
| Methodology Gate | Version tag matches active changelog | No stale scoring weights or blocker definitions |
| Editorial Gate | Known limits and caveats explicitly listed | No conversion-only language without risk context |
| Action Gate | Readiness and evidence tools linked in report path | Reader can run go or no-go workflow end-to-end |
Related Resources
Build, Validate, Publish
FAQ
Template Questions
What is the minimum evidence requirement before publishing?
At least three repeated clean runs per critical flow, explicit no-buy conditions, and methodology version tagging.
Can this template be used for urgent correction releases?
Yes. Keep the same structure and add a correction impact note section with changed assumptions and affected decisions.
How do I check if a benchmark draft is ready to publish?
Run Benchmark Release Checker to validate missing evidence, unresolved blockers, and governance gaps before publishing.