How AntiStats handles Dota 2 evidence

AntiStats keeps observed data, calculated estimates, external expert evidence and user-edited scenarios separate. Sources, patches, time windows and sample coverage remain visible where the public artifact supports them.

Observed frequencies and percentiles describe a published sample. They do not prove causation or guarantee an individual match result. Item frequency is not a build win rate, and a simulation count describes numerical stability rather than guaranteed predictive accuracy.

Weak, stale, private or missing evidence remains limited or unavailable instead of being replaced by an invented result. Generated explanations are supplementary and must not override numerical fields or provenance.

AntiStats is an independent analytics product and is not affiliated with Valve. Public material is provided for Dota 2 analysis and is not financial or betting advice.