Inspect the data, not just the verdict.
Stable identifiers, field-level provenance and versioned exports make every answer auditable and reusable.
DATA CONTRACT
Stable, explicit fields
{
"datasetVersion": "2026.08.18.3",
"generatedAt": "2026-08-19T03:21:00Z",
"models": [...],
"hardware": [...],
"quantizations": [...],
"runs": [/* 10 reviewed attempts */]
}Successes and failures
The production dataset contains 10 reviewed Qwen3.8-27B × RTX 4090 attempts. OOM rows remain first-class evidence, with zero values rather than invented throughput.
EXAMPLE QUERY