Trust and transparency
Prediction methodology
How we produce estimates and their limitations
Data sources
We consolidate fixtures, leagues and historical stats into a normalized database and refresh them through backend schedulers.
Models and calibration
Probabilities are produced by a versioned statistical/ML pipeline, continuously evaluated and calibrated to reduce systematic bias.
Uncertainty and limits
A prediction is a probability, not a certainty. Late injuries, rotations and match events can invalidate an estimate.
Communication policy
SokaIQ does not claim guaranteed wins and consistently promotes responsible gambling.