NL1k+ Reg, GTO Coach
Writes the solver-decoded studies on this site: the flop c-bet, 3-bet and check-raise series, and the facing-a-raise and opening-range pages they draw on. Plays mid-to-high-stakes 6-max cash online and coaches preflop construction and range analysis. His method notes state the exact tree and decode date behind every number.
The big blind check-raises a small c-bet 36% of the time on one flop and 7% on another, and nearly half its raises on dry boards have no pair and no draw. Ten flops decoded from the solver: how often to check-raise, with what, and how big.
Only 3-betting QQ+ and AK is 2.6% of hands. The solver never 3-bets less than 6% from any seat, premiums are a minority of its 3-bet range, and the opener folds only a fifth to a third of the time. All fifteen 6-max spots, decoded.
The button c-bets 99% of its range on one flop and 44% on another. We pulled the solver's flop strategy for ten textures in the same spot — with full range grids — and the sizing moves independently of the frequency. On 7-6-5 the button checks pocket aces 99.7% of the time and bets pocket fives large.
Seven players left at the Triton Jeju II $15K final table. Theologis check-raises with bottom pair and a backdoor flush draw, Punnat Punsri re-raises with jacks, and the fold that follows is worth exactly three percentage points of equity. Here is the arithmetic.
A same-day solver review of the hand that decided fourth place at the Triton Super High Roller Series Jeju II $15K final table: a button min-raise with ATs, a small-blind jam with A8s, and a call the solver never makes.
Most win-rate advice is too vague to act on. These five are not: each is one specific change, with the actual solved frequency behind it, that you can apply in your next session.
Multiply outs by 4 on the flop and 2 on the turn. It is accurate to a point — and past nine outs, or with money still to go in, it overstates your equity in exactly the spots that cost the most.
Every card in your hand removes combinations from your opponent's range. Here is when that actually changes your decision — and the half of the calculation most players skip.
Wet boards flip your c-betting instincts. Learn why the aggressor checks more, bets smaller, and picks bluffs by equity on dynamic textures.
Learn the fundamental math behind pot odds, how to calculate them in real-time, and when calling or folding is the mathematically correct play.
Master the concept of expected value — the single most important metric for long-term poker profitability and how to apply it in common spots.
Move beyond hand-by-hand thinking and learn how to assign, narrow, and visualize opponent ranges for better reads and decisions.
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