Changes,
in the open.
New test batches, methodology updates, and corrections belong in a visible record.
Local preview
Benchmark interface preview
The workload finder, benchmark directory, provider pages, full sample reports, and comparison workspace are available with clearly labelled synthetic data.
No provider benchmarking, performance claim, or production deployment is represented by this preview.
Scope confirmed
Agent and manual review workflow
Open-source agent execution, private result submission, complete evidence review, and explicit human approval are required before publication. Methodology v1.0 remains a proposed controlled testing profile.