poker ai lab · opponent modeling · coach that talks human

Poker AI that tells you
how to exploit your table.

We modeled how player types actually behave — then built a coach that grades your lines, names your leaks, and tells you how to attack the opponents in your game.

// full access · 7 days free · no card to start

Try an exploit read on your table →
HJ vs BB · FLOP · SRPgrading
illustrative
Q♥
J♣
9♦
BET 33%+0.00
BET 75%−0.41
CHECK← your line−1.82
ev surrendered−1.82 bb logged

> coach

// poker ai lab

We modeled how players actually behave.

Thirty-six frontier models played millions of duplicated hands — we extracted archetypes, deception patterns, and exploit lines. The coach turns that research into plain-English reads on your table.

36
frontier models modeled
6.6M
decisions analyzed
6,000+
strategy sources
11,000+
solver-graded spots
coach · cached /api/ask · 2026-06-25real output
> ask

How do I beat a calling station?

> coach

Bluff less and value-bet thinner. Calling stations pay off too many marginal hands, so hands such as second pair can often bet for value instead of checking. Keep some bluffs when the spot supports them, but make your default adjustment simple: charge their calls rather than trying to force folds.

thin valuebluff disciplineexploitative adjustment
Get your exploit read free →
Not ChatGPT

Generic LLMs hallucinate frequencies. Solvers are correct but unreadable. Poka explains what drives the decision, grounds answers in curated strategy sources, and reads your measured leaks when you have data.

// the stack

Lab research. Player product.

Exploit the table. Find the leak. Drill the pattern. Pressure-test under fire.

// exploit reads

Attack the opponents you actually face.

We modeled how player types behave from 6.6 million analyzed decisions. The coach turns that research into exploit lines — plus reads on your measured leaks when you have data.

Explore all features →
coach --exploit calling_stationgrounded

> ask

How do I beat a calling station?

> coach

Value bet thinner and bigger — they pay off dominated pairs and draws. Cut bluffs unless you hold strong blockers; stations rarely fold. Size for extraction, not balance.

thin valuebluff discipline

“Finally something that tells me *why* I bled chips — then makes me drill that exact mistake.”

— online 50NL reg

“I stopped opening random solver trees. One leak, one queue, done.”

— live 1/2 player

“The sim personas feel different. I actually notice when I auto-pilot against the station.”

— home game crusher
// why not another gto trainer

Trainers wander. Solvers are cold. Poka models opponents.

Random spot packs don't fix patterns. Raw solver output doesn't tell you how to exploit a station. Poka connects archetype research to your leak profile.

trainer
solver
poka
exploit reads for player archetypes you face
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personalized coach reads your measured leaks
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solver-graded on every decision
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builds a leak profile from your hands
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turns leaks into a focused drill queue
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bot opponents to pressure-test lines
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explains why in plain English
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// current research

Vision — research in progress

Unshipped R&D: live player tells, gaze, and table-state mapping on broadcast footage. Not a shipped product feature — a lab project exploring the layer underneath solver lines.

R&D demo · $687K pot · Tom Dwan vs Wesleynot shipped

// $687K pot · Tom Dwan vs Wesley · tells logged in real time · tap a frame to jump

01

Baseline-locked reads

Every player gets a neutral baseline from their own face at rest. Stress, cognitive load, and control are measured as deviation — not vibes.

02

Named tells, not noise

Lip compression, nostril flare, gaze lock, eyebrow flash — flagged when they spike above that player's normal range.

03

Scene map on the felt

Chips, cards, and players detected live. Pot and board synced to the broadcast. We measure — we don't guess.

04

Gaze + pressure overlay

Where are they looking — opponent, board, away? Pressure and deception risk bars update as the hand escalates.

Trainers teach GTO.

Poka is building the layer underneath — who's under pressure, who's composing a story, and whether the line matches the read.

> your opponents have tells. your leaks have patterns.

Seven days to find what's costing you.

Full access. No card to start. Get the exploit read, drill the pattern, come back sharper than you left.