Sample · anonymized · public PLO live · 67 PLO + 1 NLHE control REG · folds turn to pressure

BLUE-04

Live PLO room · multiple sessions 68 hands Engine v1.0.17

A live PLO regular at the same lineup repeatedly. The read below is real PokerReads engine output, redacted at the data layer only — codename in place of the player's name, room class in place of the venue. Voice, structure, and evidence density are unchanged from production. Click any inline hand citation (e.g. Hand 20) to jump to the source trail on the right.

The read: Tank-folds turn/river to all-in pressure with medium-strength holdings — folded to clock after a 5-7 min tank with what was clearly a hand Hand 6; folded turn 10+ min to a jam on 993r-6 Hand 20; folded turn 5400 with 8k back on 642ss in 3-bet pot Hand 26; folded river to a $13.6k jam on Qd8d3h-6-Ad after betting $4975 turn Hand 27. When he barrels then faces a raise/jam, he folds 4/4 (100%).

Exploitability · 7/10 · Pool tag REG

Competent winner who opens wide, leads/raises flops liberally, but his stack-off threshold is the nuts; everything in between gets surrendered to a jam. User notes confirm: "min 3bets, leads a ton, does it with all sorts of bs" Hand 22.

Quick reference · glance between sessions

  • If he barrels turn and you have any equity → jam, folds 4/4 (100%)High
  • If he tanks 5+ min facing a bet → he's folding, call clockHigh
  • If he flop check-raises or raises your cbet → he has it, fold non-nutHigh
  • If he donk-leads small from straddle → wide/weak range, float IPMed
  • If he calls flop + jams turn unprompted → nuts or near, fold one pairMed

Game breakdown

PLO (67 hands): wide opener, frequent straddle defender, flop-raise heavy, but folds turn to pressure. NLHE (1 hand, #51): insufficient sample — same flop-raise pattern shown but cannot generalize.

Bet sizing tells

  • Pot-sized turn after flop x/c ($4975 H27, $2425 H12, $1600 H50) — strong made hand or huge draw; folds these to a jam if not nutMed
  • Small flop cbets ($100-300 in $400+ pots, H7, H24, H49) — wide/probing, cheap continuationMed
  • Flop check-raises always to ~3x, always credible — H12, H32, H50, H65, H66 all premiumHigh
  • Preflop min-3bets and 4bets noted "all sorts of bs" — wideMed

Street-by-street aggression map

Preflop: opens wide, defends straddle ~6/7. Min-3bets per user note. Cold 4bets twice Hand 60 Hand 61.

Flop: raises/check-raises cbets at high rate — 6 of 15 (40%) faced cbet spots. High

Turn: barrels when ahead but folds to a jam 4/4 (100%) — H6, H20, H26, H27. High

River: jams only with nuts/near — H21 nut flush, H42 trips, H43 quads; check-calls medium (H11). Med

Shutdown street: TURN vs a raise. This is the attack point.

Range reconstruction · what he showed down

Flop-raise/jam holdings shown: A753hh nut flush draw H17, 8432cc flopped two pair H37, QJ98 turned gutshot H64, JJTT overpair+nut flush draw H65, KKK H43, 99xx set H67.

Conspicuously absent: clean bluff-jams. Every big jam shown had real equity.

Response to aggression

Faced river jam after his turn barrel: fold 4/4 (100%) — H6, H20, H26, H27. Faced flop raise: continues only with sets+/nut draws. Faced 3bet preflop: folded H62 to a 4bet. He does NOT hero-call rivers — H11 check-called $3300 because price/board only.

Timing tells

Long tanks (5-10 min) on turn = folding — H6 (folded), H20 (folded). High

Snap-folds when he has nothing (H16). User note: "call clock whenever someone is in tank vs him" H6.

How to exploit

  1. Jam turns when he barrels and you have any equity/blockers — folds 4/4 (100%). Highest $EV exploit.
  2. Call the clock when he tanks 5+ min — pressures him toward the fold he's already leaning to.
  3. Fold one-pair to his flop check-raises — every shown was set+/nut draw (H12, H32, H50, H65, H66).
  4. 3bet his straddle opens light — defends very wide, plays fit-or-fold post when not connected.
  5. Don't bluff-catch his river jams — only jams river with nuts (H21 nut flush, H42 trips, H43 quads).
  6. Float his small flop cbets IP — gives up turn often when not improved (H7, H24, H49).
  7. Don't 4bet light — cold 4bets with real hands and you're crushed (H60, H61).

What we still don't know

True 3bet defense frequency. River bluff% — haven't caught one yet, possible he has zero. Behavior 4-handed deep where he opens 150bb btn — small sample suggests very wide.

Confidence map

HIGH × 6, MED × 9, LOW × 3. Overall MED-HIGH. The turn-fold-to-jam pattern is the strongest, most actionable read. More 3bet-pot data and more river-bet samples would upgrade the range work.

Remember · the one-line carry

BLUE-04 barrels turn big after flop x/c with strong-but-not-nut hands then folds 4/4 (100%) to a jam — H20 he barreled $10.4k on 993r then tank-folded 10min, H27 he potted $4975 turn then folded river to $13.6k. When he fires turn and you have any reasonable equity or fold equity → shove, and call the clock when he tanks 5+ minutes. Trap warning: his flop check-raises are always set+/nut draw (H12, H32, H50, H65, H66) — never bluff-catch those with one pair.

Generated from 67 PLO hand histories + 1 NLHE control hand, in-app user notes (including the "min 3bets, all sorts of bs" comment and the "call clock when he tanks" tell), and live session metadata across multiple appearances.
Engine version: v1.0.17 · Synthesis quality run: 2026-04-24 · View scorecard
Synthesis receipt
Sources usedHand histories · in-app user notes · live session log
Hand count68 (67 PLO + 1 NLHE control)
Claims acceptedAll claims tied to ≥1 cited hand
Confidence breakdownHIGH × 6 · MED × 9 · LOW × 3
Poker-correctness gatePASS · PLO variant rules · sizing language · pot-limit math
User-read primacyDirect quote preserved verbatim, attributed to source hand
Synthesis modelclaude-opus-4-7
Engine versionv1.0.17