What It Means to Actually Learn PLO: Simplify, Focus on the Big Things, Memorize Only Thresholds

PLO ranges are complex, so study should turn simulated strategies into executable judgments. This GTO Wizard demonstration organizes the speaker's three SID steps: simplify strategy, prioritize high-impact decisions, and replace memorizing frequencies hand by hand with threshold groups where strategy changes, with preflop range anchors and postflop grouping conditions tied to the demonstrated setup.

Author: PokerSlate AI-assisted editorial desk · Editor: PokerSlate separate AI editorial review

Published: Oct 13, 2026
Updated: Oct 13, 2026
Reviewed: Oct 13, 2026

Don't be a statistician: only what you can execute counts

The speaker's starting point is blunt: he once studied twelve hours a day, built spreadsheets, memorized frequencies, and obsessed over every sizing — then sat down and watched all the numbers blur together, unable to beat even PLO 100. His conclusion: PLO has hundreds of thousands, even millions of combinations, so memorizing the solution for every hand on every board is a dead end. What you must learn is the shape of the game: when the situation changes, you still know where to go.

He calls the method SID, in three steps. First, simplify: in most spots, replace the complex strategy with an executable simplified version; the EV cost is small, while a simple strategy you can actually play beats a complex one you cannot. Second, focus on the big things and let the small ones go: roughly twenty percent of the material produces most of the win rate, and the rest is mostly noise. Stop grinding mixed frequencies and decimal points on close decisions; look at pool tendencies and table information instead. Third, find themes that repeat across situations — one theme covering several areas at once is where learning accelerates.

Preflop: anchors and rules of thumb instead of memorization

Opening frequencies by position look like random numbers at first, but the range skeletons are very similar. The speaker uses the CO range as an anchor: SB frequencies are close to CO, mostly just adding a few marginal hands, so playing the CO range from the SB is not a big mistake. The BTN core resembles CO, but merely widening CO a little is not enough — the rule is "when in doubt, open," then fine-tune later with a trainer. Early positions are the reverse: when in doubt, fold, and giving up marginal hands brings the range back on track faster. BB defense versus a BTN open also overlaps heavily with CO opens; the study method is to first ask what CO would open, then add the hands that need adding, instead of memorizing a new range from scratch.

Next come two preflop judgments. First, the solver gives a close mix on a hand like KQ77 double-suited — about 53% call, 46% raise — and the speaker says the practical answer is don't mix: nobody will exploit you for failing to randomize this hand correctly, and similar seven-seven combos already contain pure calls and pure raises. Treating the mix as the answer becomes an excuse to stop thinking, ignoring opponent tendencies, stack depth, and table flow. Second, spend your time on big mistakes: for example, in the speaker's demonstration a 3-bet line showed about 20bb/100 lower simulated EV than calling, not actual player profit or rake, and that kind of error reshapes your whole understanding of the spot and deserves deep study; tiny EV differences do not.

There is also a cross-position pattern: the CO open range favors Ax hands. The reason is that the first constraint on an opening range is facing a 3-bet — Ax lowers the opponent's 3-bet frequency, stays playable in a small-SPR pot after being 3-bet, and can keep playing postflop. The flip side is dangler-type hands, such as low disconnected side-card combos like 3-2, 4-2, 5-2, 7-2, which the solver mostly folds; the speaker calls them danglers. The same pattern shows up in middle position, early position, and the SB: Ax double-suited without a dangler leans toward 3-betting, while Ax double-suited containing a dangler leans toward flat-calling.

Postflop: pick the positions worth studying, then say frequencies in plain words

Postflop the number of situations explodes, so the speaker cuts the study scope first: pots against early positions, or defended by early positions, are both rare and unlikely to build big pots, contributing little to win rate. The spots truly worth the investment are high-frequency or big-pot scenarios such as BTN vs BB, CO vs BTN, and 3-bet pots.

Then use types instead of memorization. CO vs BTN continuation betting is low overall — his examples are about 16% on T84, about 12% on J96, and only about 6% on K87 — because CO is already out of position with a weaker range than BTN; eight-high boards are an occasional exception where the c-bet can exceed 50%. SB vs BB is completely different: on some boards SB bets at 60–70% or even above 80%, while CO mostly checks the same boards. Although both SB and CO ranges sit around 30–35%, the opponents are entirely different: BTN defense is like espresso, small and strong, while BB defense is like watered-down coffee, large and loose, defending nearly three times as many hands as BTN. So SB can bet more on high boards.

Nobody remembers numbers like 44.7%, and nobody needs to. The speaker's conversion is bucketing: 40–60% becomes "about half," around 30% becomes "sometimes," around 70% becomes "often." The whole SB strategy then compresses into one sentence: bet Broadway boards often, middling boards about half, low boards sometimes or basically never.

Sizings get the same simplification. GTO Wizard can test multiple sizings at once, but each extra sizing adds another layer of frequencies and thresholds; most flops and turns need only one sizing with little EV loss. The speaker splits flops into two kinds: locked boards where the nuts barely change by the river — paired, monotone, and straightening boards — use a small size, one-third or one-quarter, as his simplified rule; when position, stack depth or opponent ranges change, still check the corresponding simulation; most other normal boards use half pot. Three-quarters in position also works, but understand the price: betting frequency must come down.

Memorize only the point where strategy changes: the threshold group

With so many combos, the speaker spends his time on the grouping panel on the right instead of memorizing each combo's strategy. But he warns against copying how every group plays on every board — that is still the statistician's approach. The correct approach is to find the one group where strategy changes and ignore the rest.

Facing a bet CO vs BTN in the demonstration, two pair or better mostly calls, with nothing to study; the pair group contains folds, calls, and raises — that is the change point. Breaking it down: pairs with a flush draw, pairs with a wrap, and pairs with an open-ender all continue, while pairs with a gutshot start to mix. The grouped mix does not mean every combo is indifferent; splitting further in the demonstration revealed pure-strategy subgroups underneath. The pattern in this demo: parts stronger than pair-plus-gutshot continue, while naked pairs weaker than it mostly fold. Remembering this one group is enough — it anchors the entire area of memory. The practical play is to play only the best part of the threshold group, such as good overpairs and top pairs, and give up the worst of the group.

The speaker found similar threshold groups across several demonstrations, which does not establish the same line for every PLO board. On a KQ8-type board in the demo: the two-pair group mostly calls, pairs with good draws continue, and pair-plus-gutshot is again the threshold — gutshots with an A or K continue about 90%, while gutshots without A or K mostly fold. In the SB vs BB demo the same direction held: two pair or better continues, pairs with an open-ender continue, the threshold group is close to fifty-fifty — good overpairs plus top pairs with a gutshot continue about 96%, while gutshots without good overpairs or top pairs fold about 80%. Locking down this one anchor captures most of the EV of this defending situation in the demonstrated setup; the remaining small differences can be filled in later, after confirming position, ranges, stacks and group definitions.

Where this gets misused

• Simplification is not random play. It only works if it is executable: one sizing, bucketed frequencies, threshold groups all exist so you can play them at the table; a simplification that distorts execution is worse than first avoiding big mistakes.
• Check EV differences on close mixes. The speaker suggests simplifying low-cost mixes, but not every mixed frequency is just noise — prioritize pool tendencies, stack depth, and table flow, and save your time for the big mistakes that reshape understanding.
• Threshold groups give direction, not exact frequencies. Remembering which group is the dividing line and playing the good and bad ends of it is enough for most boards in the demonstrated spots; before reusing across situations, confirm the group definitions match and recheck position, ranges, stacks and sizings.

Local reading context

For readers learning four-card PLO who have seen GTO Wizard simulations but struggle to execute large combo strategies. Opening frequencies, continuation-bet frequencies, threshold groups and EV differences come from the speaker's specific simulation demonstrations, not measured player-pool results, and do not directly apply to NLHE. If position, stack depth, rake, bet sizing or opponent ranges change, recheck the dividing lines; this article did not independently rerun a solver.

Original sources and verification

• GTOWizard

  The speaker's full walkthrough of how to actually study PLO: the three SID steps, the CO anchor and open/fold rules, the KQ77 double-suited mixing judgment, big vs small mistakes, the Ax and dangler pattern, CO vs SB continuation-bet differences with bucketed memory, locked-board vs half-pot sizings, and the pair-plus-gutshot threshold group reused across boards and positions. This article reorganizes that material independently and adds no unknown hole-card suits or board cards.

  Verified: Oct 13, 2026

This article is adapted from the video: GTOWizard · How Pros Actually Study PLO ↗