Trust Center
Every claim StatVault makes is designed to be checkable — by you, not just by us. These are the public surfaces where we publish our receipts, our revisions, our sources, and our mistakes.
Verify an answer
- Trust Pulse
The live health read on Knox's answer quality and receipt coverage.
- Merkle History
Hash-chained snapshots of the receipt ledger — verify nothing was rewritten.
- Receipt of the Week
One receipt, unpacked end-to-end, so you can see how verification works.
- Calibration Leaderboard
How well-calibrated the predictions actually are, scored in public.
Watch us change our mind
- Knox Reconsidered
Every meaningful confidence revision, with before/after receipts.
- Contradiction Log
Times Knox contradicted itself, on the record, with both receipts.
- Contested Answers
Answers users have challenged and where each challenge stands.
- Outlier Watch
Reads that diverge hardest from consensus — flagged, not hidden.
- Skeptic's Page
The strongest standing criticisms of our methods, hosted by us.
Where the data comes from
- Data Sources
Provider reliability grades and exactly what each source feeds.
- Sport Data Scope
Which sport routes carry source-scope caveats, backed by generated artifacts.
- Sourcing Policy
The legal and licensing rules every ingested fact must pass.
- Knox Spends
What answering costs us — the compute ledger, published.