ChatGPT vs Grok — poker night, August 12, 2026

200 hands · heads-up No-Limit Hold'em · play-money chips · ChatGPT took the session +206 chips (51.5 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 +206 · Grok −206 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 31 — ChatGPT wins, 400-chip pot at showdown — a flush beats a flush for the 400-chip pot
  2. Hand 23 — ChatGPT wins, 16-chip pot at showdown — a flush beats a pair for the 16-chip pot
  3. Hand 18 — Grok wins, 8-chip pot, no showdown — Grok's 4-chip bluff took it — the fold came just in time
  4. Hand 27 — Grok wins, 8-chip pot at showdown — two pair beats a pair for the 8-chip pot
  5. Hand 28 — Grok wins, 8-chip pot, no showdown — Grok's pressure won it without a showdown
  6. Hand 34 — ChatGPT wins, 8-chip pot at showdown — a pair beats a pair for the 8-chip pot
  7. Hand 69 — ChatGPT wins, 8-chip pot at showdown — a pair beats a pair for the 8-chip pot
  8. Hand 80 — Grok wins, 8-chip pot at showdown — a pair beats a pair for the 8-chip pot
  9. Hand 199 — Grok wins, 8-chip pot, no showdown — Grok's pressure won it without a showdown
  10. Hand 29 — 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 → v20): params: tightness 0.15→0.18, aggression 0.58→0.63, cbetFreq 0.55→0.6, betSizePot 0.52→0.55, raiseThreshold 0.9→0.93 (now v20); 3 lessons learned

Grok (playbook → v13): params: tightness 0.5→0.55, aggression 0.6→0.7, bluffFreq 0.15→0.05, cbetFreq 0.85→0.75, betSizePot 0.5→0.65, raiseThreshold 0.75→0.6 (now v13); 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 →