Sports insight, with the evidence

Sports AI Model (SAM)

Explore available forecasts and market context. Inspect the evidence, limitations and current scientific status in Performance.

SAM publishes model probabilities only from a reviewed, checksum-verified artifact that passed its release gates.

Required

Approval

Required

Artifact

Chronological out-of-sample testing and calibration checks protect against look-ahead bias and misleading backtests.

Required

Validation

Gated

Calibration

Inspect available market evidence alongside forecasts. Missing evidence never creates an opportunity.

Check status

Odds refresh

As supplied

Pricing

Production Controls

Every decision is tied to timestamped quotes and features

Stale data and inactive workers block publication

SAM explains opportunities but never places a wager

An operational champion is not proof of superiority. Check Performance for the current status and validation limits.

Assigned modelSeparate

An operational role does not establish validated superiority.

Scientific validationEvidence

Evidence and limitations belong beside every scientific claim.

Actionable opportunityGated

A forecast is not automatically a betting recommendation.

Review available forecasts and their publication status. A forecast or disagreement with the market is not automatically a betting opportunity.