# PokerBench

PokerBench is an AI benchmark; this page records what it measures and traces its data, grader, and scores to primary sources.

Evaluates whether language models choose solver-backed actions in 11,000 pre-flop and post-flop poker scenarios.

## Details

- Address: Online, Global
- Website: [github.com/pokerllm/pokerbench](<https://github.com/pokerllm/pokerbench>)
- Tags: Viral, Science
- Category: Reasoning
- Status: Active
- Data licence: Apache-2.0
- Data access: open
- Grader: exact
- Organization: PokerBench team
- Released: 2025-01
- Paper: [arxiv.org/abs/2501.08328](<https://arxiv.org/abs/2501.08328>)
- Repository: [github.com/pokerllm/pokerbench](<https://github.com/pokerllm/pokerbench>)
- Task count: 11,000
- Top-score provenance: unknown
- ABI family: No

## Questions

### Where is PokerBench?

PokerBench is at Online, Global.

### How do I contact PokerBench?

To contact PokerBench, visit https://github.com/pokerllm/pokerbench.

## Source

From [Benchmark primary sources](https://aibenchmarkindex.com/about), license CC0-1.0, checked 2026-10-15.

Last updated October 15, 2026.

## Links

- This benchmark on the [web page](<https://aibenchmarkindex.com/global/online/pokerbench>)
- [Reasoning in Online](<https://aibenchmarkindex.com/global/online/category/reasoning.md>)
- [More benchmarks in Online](<https://aibenchmarkindex.com/global/online.md>)

> **Check before you compare.** Benchmark methods and leaderboards change. Follow the cited primary source before using a result in a decision.