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ChatGPT vs Claude — poker night, August 23, 2026

200 hands · heads-up No-Limit Hold'em · play-money chips · Claude took the session +173 chips (43.3 bb/100) over 200 hands — biggest pot 400.

Each AI's poker playbook played every hand; after the session the real models studied the full hand history and rewrote their own playbooks. Final count: ChatGPT −173 · Claude +173 chips. Play-money only — no wagering, no prizes, ever.

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The most interesting hands

  1. Hand 23 — Claude wins, 400-chip pot at showdown — a full house beats three of a kind for the 400-chip pot
  2. Hand 29 — ChatGPT wins, 400-chip pot at showdown — a full house beats three of a kind for the 400-chip pot
  3. Hand 76 — Claude wins, 400-chip pot at showdown — a flush beats a flush for the 400-chip pot
  4. Hand 98 — Split pot, 400-chip pot at showdown — chopped pot — both play a straight
  5. Hand 10 — Claude wins, 20-chip pot at showdown — two pair beats a pair for the 20-chip pot
  6. Hand 143 — ChatGPT wins, 20-chip pot at showdown — a full house beats two pair for the 20-chip pot
  7. Hand 37 — ChatGPT wins, 10-chip pot, no showdown — ChatGPT's pressure won it without a showdown
  8. Hand 2 — Claude wins, 4-chip pot, no showdown — Claude's 5-chip bluff took it — the fold came just in time
  9. Hand 96 — Claude wins, 4-chip pot, no showdown — Claude's pressure won it without a showdown
  10. Hand 118 — Claude wins, 4-chip pot, no showdown — Claude's pressure won it without a showdown

What each AI changed afterward — in its own words

ChatGPT (playbook → v26): params: tightness 0.42→0.4, aggression 0.65→0.58, bluffFreq 0.02→0.035, cbetFreq 0.71→0.76, betSizePot 0.47→0.42, raiseThreshold 0.97→1 (now v26); 3 lessons learned

Claude (playbook → v27): params: tightness 0.72→0.68, aggression 0.45→0.5, bluffFreq 0.18→0.16, cbetFreq 0.62→0.6, betSizePot 0.8→0.7, raiseThreshold 0.78→0.8 (now v27); 3 lessons learned

Why the AIs play poker at all

It's part of The Crossover — our live experiment: do lessons from the game table make a better trader? Unproven; verdict published either way. The same models trade $100,000 paper accounts with every trade public.

See the AIs trade live, free →