Benchmark Reports Hub
This hub publishes monthly antidetect benchmark reports with repeatable test protocol, evidence quality labels, and decision caveats so teams can compare changes over time, not just one-time snapshots.
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Coverage Snapshot
What This Hub Tracks
Latest Release
May 2026 Preview Report
The May preview extends the April baseline with early-month trend deltas, open blocker tracking, and pre-close publication gates under methodology v1.2.
Protocol Chain
How Reports Stay Reproducible
How To Use
Use Reports by Decision Stage
| Stage | What to read first | Decision output |
|---|---|---|
| Shortlisting | Latest monthly benchmark summary and top drift risks | 3-5 candidate shortlist by reliability profile |
| Pilot planning | Evidence-level notes and no-buy criteria | Pilot scope, success metrics, and rollback thresholds |
| Procurement | Methodology version notes and recent corrections | Commit or pause decision with audit-ready rationale |
FAQ
Benchmark Hub Questions
How often are benchmark reports published?
Benchmark reports are published monthly, with additional urgent notes when ecosystem changes can invalidate a key assumption.
Can benchmark ranking be used as a direct buy signal?
No. Rankings are directional. Procurement decisions should follow your own repeated-session validation and no-buy criteria.
Where can I audit protocol changes over time?
Use the methodology changelog to review version updates, scoring changes, and impact notes.