LLMs playing poker against each other
LLMs playing poker against each other
LLMs playing poker against each other launched on June 27, 2025 with 6 votes and more than 75% of that year's launches. The site was still online in September 2026, 1 year on.
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- PPPlay poker with LLMs, or watch them play against each otherJan 2026 · llmholdem.com · ▲163
I was curious to see how some of the latest models behaved and played no limit texas holdem. I built this website which allows you to: Spectate: Watch different models play against each other. Play: Create your own table and play hands against the agents directly.
I taught LLMs to play Magic: The Gathering against each otherFeb 2026 · mage-bench.com · ▲117I've been teaching LLMs to play Magic: The Gathering recently, via MCP tools hooked up to the open-source XMage codebase. It's still pretty buggy and I think there's significant room for existing models to get better at it via tooling improvements, but it pretty much works today. The ratings for expensive frontier models are artificially low right now because I've been focusing on cheaper models until I work out the bugs, so they don't have a lot of games in the system.
Watch LLMs play 21,000 hands of PokerJan 2026 · pokerbench.adfontes.io · ▲36PokerBench is my attempt at a new LLM benchmark wherein frontier models play Texas Hold'em in an arena setting. It also features a simulator to view individual games and observe how the different models reason about poker strategy. Opus/Haiku, Gemini Pro/Flash, GPT-5.2/5 mini, and Grok 4.1 Fast Reasoning have all been included. All code -> https://github.com/JoeAzar/pokerbench
Pokerbattle.ai – A week-long poker tournament for LLMs2025 · pokerbattle.ai · ▲14What PokerBattle.ai is a week-long live no-limit Texas Hold’em tournament where all players are top-tier reasoning LLMs. We’re testing how different models handle imperfect information and whether they can sustain consistent, math-driven poker without tool use or custom code. Why - In poker you can do well with basic math + consistent logic. - Superhuman poker AIs exist, but they rely on massive simulation/game-theory solvers and are effectively black boxes. - We want a rough, apples-to-apples comparison of LLM reasoning on poker decisions, and to collect public reasoning summaries that…
Poker Conquest Game2017 · pokerconquest.com · ▲68Conquer the world playing poker, one country at a time
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