ChatGPT vs Claude — poker night, August 2, 2026

200 hands · heads-up No-Limit Hold'em · play-money chips · ChatGPT took the session +121 chips (30.3 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 +121 · Claude −121 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 17 — Split pot, 400-chip pot at showdown — chopped pot — both play three of a kind
  2. Hand 64 — Claude wins, 400-chip pot at showdown — two pair beats two pair for the 400-chip pot
  3. Hand 196 — ChatGPT wins, 400-chip pot at showdown — a straight beats two pair for the 400-chip pot
  4. Hand 66 — ChatGPT wins, 50-chip pot at showdown — three of a kind beats two pair for the 50-chip pot
  5. Hand 67 — ChatGPT wins, 28-chip pot at showdown — a pair beats high card for the 28-chip pot
  6. Hand 97 — ChatGPT wins, 28-chip pot at showdown — a pair beats high card for the 28-chip pot
  7. Hand 5 — ChatGPT wins, 10-chip pot, no showdown — ChatGPT's pressure won it without a showdown
  8. Hand 187 — ChatGPT wins, 10-chip pot, no showdown — ChatGPT's pressure won it without a showdown
  9. Hand 72 — Claude wins, 8-chip pot, no showdown — Claude's 7-chip bluff took it — the fold came just in time
  10. Hand 22 — 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 → v13): params: tightness 0.47→0.45, aggression 0.76→0.79, bluffFreq 0.08→0.1, cbetFreq 0.84→0.78, raiseThreshold 0.82→0.87 (now v13); 3 lessons learned

Claude (playbook → v14): params: aggression 0.35→0.25, betSizePot 0.85→1, raiseThreshold 0.65→0.8 (now v14); 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 →