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PUBLIC POLICY

Prediction methodology

ARENIQ publishes transparent baselines and evaluates them with immutable outcomes.

  • Football uses a Poisson/team-strength baseline.
  • Basketball uses pace and efficiency when inputs exist.
  • Tennis uses rating and surface context when inputs exist.
  • Probability, confidence and data quality remain separate.
  • Brier score, log loss and calibration are reported only with meaningful samples.