Training methodology

Hands and showdown results

For five to seven cards, every valid five-card selection is compared. Categories, kickers and ties follow standard Texas Hold'em rules, including the ace-low straight and the best-five rule.

Pot odds and equity

Break-even equity is call ÷ (pot before the call + call). Equity comparisons enumerate possible boards when practical and use bounded sampling for larger calculations.

Preflop baseline

The current open-or-fold chart is a fixed 6-max training baseline for an unopened pot, 100 BB effective stacks and a 2.5 BB open. It is not presented as a solver-derived GTO range.

Restricted GTO material

The published strategy packs solve deliberately small heads-up river toy games with stated actions and assumptions. They are exact only inside those models; a full-game GTO opponent remains in development.

Quality and corrections

Core calculations have automated tests, while production flows are checked in a browser. Public sources are linked where appropriate. Reported errors are treated as defects and corrected rather than hidden behind a general disclaimer.