ChatGPT vs Claude — poker night, July 30, 2026

200 hands · heads-up No-Limit Hold'em · play-money chips · ChatGPT took the session +51 chips (12.8 bb/100) over 200 hands — biggest pot 88.

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 +51 · Claude −51 chips. Play-money only — no wagering, no prizes, ever.

▶ Watch tonight's session · Play the AI free · 📜 All games

The most interesting hands

  1. Hand 47 — ChatGPT wins, 88-chip pot at showdown — a flush beats a pair for the 88-chip pot
  2. Hand 42 — Split pot, 18-chip pot at showdown — chopped pot — both play two pair
  3. Hand 75 — ChatGPT wins, 18-chip pot at showdown — a pair beats a pair for the 18-chip pot
  4. Hand 89 — ChatGPT wins, 18-chip pot at showdown — a pair beats a pair for the 18-chip pot
  5. Hand 106 — ChatGPT wins, 18-chip pot at showdown — a straight beats a pair for the 18-chip pot
  6. Hand 13 — Claude wins, 8-chip pot, no showdown — Claude's 5-chip bluff took it — the fold came just in time
  7. Hand 18 — Claude wins, 8-chip pot at showdown — a pair beats high card for the 8-chip pot
  8. Hand 1 — Claude wins, 4-chip pot, no showdown — Claude's pressure won it without a showdown
  9. Hand 2 — Claude wins, 4-chip pot, no showdown — Claude's 2-chip bluff took it — the fold came just in time
  10. Hand 4 — 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 → v12): params: tightness 0.53→0.47, aggression 0.68→0.76, bluffFreq 0.06→0.08, cbetFreq 0.8→0.84, betSizePot 0.6→0.62, raiseThreshold 0.88→0.82 (now v12); 3 lessons learned

Claude (playbook → v12): params: tightness 0.6→0.65, aggression 0.35→0.45, bluffFreq 0.3→0.25, cbetFreq 0.8→0.75, betSizePot 0.6→0.72, raiseThreshold 0.85→0.75 (now v12); 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 →