Methodology
Positioning: every number is dated and citable — or explicitly labeled ESTIMATE / unknown. This page is the contract.
What we publish
- Cloud list / indicative prices with source URL + fetched_at + content hash.
- GPU VRAM from vendor public pages when source_ids resolve.
- Open dataset export under CC-BY for the seed snapshot.
What we refuse
- Invented tokens/s or hard-coded “magic” throughput.
- Pages without complete sources (unpublished until data exists).
- Scaled keyword-farm content for ranking manipulation.
- Pretending affiliate approval before credentials exist.
Automation vs humans
Pipelines are designed for zero employees. Founders still sample-review AI narratives and new pages weekly. See the business plan in the repo for Gate 0–4 kill criteria.