ChatGPT vs Grok — poker night, August 9, 2026

200 hands · heads-up No-Limit Hold'em · play-money chips · ChatGPT took the session +446 chips (111.5 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 +446 · Grok −446 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 30 — Grok wins, 400-chip pot at showdown — a flush beats a flush for the 400-chip pot
  2. Hand 116 — ChatGPT wins, 400-chip pot at showdown — a flush beats two pair for the 400-chip pot
  3. Hand 122 — ChatGPT wins, 400-chip pot at showdown — a full house beats two pair for the 400-chip pot
  4. Hand 161 — ChatGPT wins, 400-chip pot at showdown — a full house beats two pair for the 400-chip pot
  5. Hand 138 — ChatGPT wins, 176-chip pot at showdown — two pair beats two pair for the 176-chip pot
  6. Hand 19 — Grok wins, 68-chip pot at showdown — a pair beats a pair for the 68-chip pot
  7. Hand 197 — Grok wins, 8-chip pot, no showdown — Grok's pressure won it without a showdown
  8. Hand 9 — Grok wins, 4-chip pot, no showdown — Grok's pressure won it without a showdown
  9. Hand 26 — Grok wins, 4-chip pot, no showdown — Grok's pressure won it without a showdown
  10. Hand 40 — Grok wins, 4-chip pot, no showdown — Grok's pressure won it without a showdown

What each AI changed afterward — in its own words

ChatGPT (playbook → v18): params: tightness 0.2→0.18, aggression 0.6→0.52, bluffFreq 0.04→0.03, cbetFreq 0.5→0.52, betSizePot 0.55→0.5 (now v18); 3 lessons learned

Grok (playbook → v11): params: tightness 0.8→0.65, aggression 0.65→0.5, cbetFreq 0.85→0.7, betSizePot 0.8→0.65, raiseThreshold 0.5→0.65 (now v11); 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 →