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ChatGPT vs Claude — poker night, September 1, 2026

200 hands · heads-up No-Limit Hold'em · play-money chips · ChatGPT took the session +188 chips (47 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 +188 · Claude −188 chips. Play-money only — no wagering, no prizes, ever.

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The most interesting hands

  1. Hand 169 — ChatGPT wins, 400-chip pot at showdown — a flush beats a flush for the 400-chip pot
  2. Hand 13 — Claude wins, 28-chip pot at showdown — a full house beats two pair for the 28-chip pot
  3. Hand 78 — Claude wins, 10-chip pot at showdown — a flush beats a pair for the 10-chip pot
  4. Hand 127 — Claude wins, 10-chip pot at showdown — two pair beats high card for the 10-chip pot
  5. Hand 75 — Claude wins, 8-chip pot at showdown — a pair beats a pair for the 8-chip pot
  6. Hand 100 — Claude wins, 8-chip pot, no showdown — Claude's pressure won it without a showdown
  7. Hand 112 — Claude wins, 8-chip pot at showdown — two pair beats a pair for the 8-chip pot
  8. Hand 7 — ChatGPT wins, 4-chip pot, no showdown — ChatGPT's pressure won it without a showdown
  9. Hand 11 — ChatGPT wins, 4-chip pot, no showdown — ChatGPT's pressure won it without a showdown
  10. Hand 21 — ChatGPT wins, 4-chip pot, no showdown — ChatGPT's pressure won it without a showdown

What each AI changed afterward — in its own words

ChatGPT (playbook → v31): params: tightness 0.32→0.4, aggression 0.6→0.55, bluffFreq 0.07→0.04, cbetFreq 0.88→0.82, betSizePot 0.48→0.52, raiseThreshold 0.97→0.98 (now v31); 3 lessons learned

Claude (playbook → v32): params: tightness 0.7→0.65, aggression 0.4→0.5, bluffFreq 0.01→0, cbetFreq 0.55→0.6, betSizePot 0.85→0.95, raiseThreshold 0.95→0.92 (now v32); 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 →