# Heads-up No-Limit Texas Hold'em on GTOWizard HUNL

Source: [Heads-up No-Limit Texas Hold'em on GTOWizard HUNL](<https://www.sota2.com/research/sota/heads-up-no-limit-texas-hold-em-on-gtowizard-hunl>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-29T10:55:50.527Z

Evaluation of agent performance in Heads-Up No-Limit Texas Hold'em using the GTOWizard HUNL environment, typically measured by metrics like Big Blinds per Hand (BB/h).

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Heads-up No-Limit Texas Hold'em |
| Dataset (including any stated split) | GTOWizard HUNL |
| Metric | BB/h |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [BB/h](<https://www.sota2.com/research/sota/heads-up-no-limit-texas-hold-em-on-gtowizard-hunl.md?metric=BB%2Fh>): Higher is better; unit: SCALAR.

## Recorded results

| Method | BB/h | Result date | Report paper |
| --- | --- | --- | --- |
| Default Prompt | 223 | Not recorded | 6a191de3dbd7150506f82c06 |
| Default Prompt | 204 | Not recorded | 6a191de3dbd7150506f82c06 |
| Solver-based | 194 | Not recorded | 6a191de3dbd7150506f82c06 |
| Default Prompt | 178 | Not recorded | 6a191de3dbd7150506f82c06 |
| Default Prompt | 170 | Not recorded | 6a191de3dbd7150506f82c06 |
| Default Prompt | 160 | Not recorded | 6a191de3dbd7150506f82c06 |
| PokerSkill Only | 132 | Not recorded | 6a191de3dbd7150506f82c06 |
| Default Prompt | 132 | Not recorded | 6a191de3dbd7150506f82c06 |
| PokerSkill | 87 | Not recorded | 6a191de3dbd7150506f82c06 |
| PokerSkill | 80 | Not recorded | 6a191de3dbd7150506f82c06 |
| PokerSkill | 57 | Not recorded | 6a191de3dbd7150506f82c06 |

### Default Prompt

BB/h: 223. Result ID: 6a1970affbc373592c1496e9.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bd6b0636e5bf4afc7494.md>)

Recorded evaluation configuration: {"Agent":"Claude Opus 4.5"}. This record does not assert independent reproduction.

### Default Prompt

BB/h: 204. Result ID: 6a1970affbc373592c1496e8.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bd6b0636e5bf4afc7494.md>)

Recorded evaluation configuration: {"Agent":"Claude Opus 4.6"}. This record does not assert independent reproduction.

### Solver-based

BB/h: 194. Result ID: 6a1970affbc373592c1496e7.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

Recorded evaluation configuration: {"Agent":"Slumbot (ACPC 2018)"}. This record does not assert independent reproduction.

### Default Prompt

BB/h: 178. Result ID: 6a1970affbc373592c1496e6.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bd6b0636e5bf4afc7494.md>)

Recorded evaluation configuration: {"Agent":"GPT-5.4 XHigh"}. This record does not assert independent reproduction.

### Default Prompt

BB/h: 170. Result ID: 6a1970affbc373592c1496e5.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bd6b0636e5bf4afc7494.md>)

Recorded evaluation configuration: {"Agent":"Claude Opus 4.7"}. This record does not assert independent reproduction.

### Default Prompt

BB/h: 160. Result ID: 6a1970affbc373592c1496e4.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bd6b0636e5bf4afc7494.md>)

Recorded evaluation configuration: {"Agent":"GPT-5.3 XHigh"}. This record does not assert independent reproduction.

### PokerSkill Only

BB/h: 132. Result ID: 6a1970affbc373592c1496e2.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

Recorded evaluation configuration: {"Agent":"Rule-based (no LLM)"}. This record does not assert independent reproduction.

### Default Prompt

BB/h: 132. Result ID: 6a1970affbc373592c1496e3.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bd6b0636e5bf4afc7494.md>)

Recorded evaluation configuration: {"Agent":"GPT-5.5 XHigh"}. This record does not assert independent reproduction.

### PokerSkill

BB/h: 87. Result ID: 6a1970affbc373592c1496e1.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

Recorded evaluation configuration: {"Agent":"Claude Opus 4.7"}. This record does not assert independent reproduction.

### PokerSkill

BB/h: 80. Result ID: 6a1970affbc373592c1496e0.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

Recorded evaluation configuration: {"Agent":"Claude Opus 4.6"}. This record does not assert independent reproduction.

### PokerSkill

BB/h: 57. Result ID: 6a1970affbc373592c1496df.

[Reporting paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a191de3dbd7150506f82c06.md>)

Recorded evaluation configuration: {"Agent":"GPT-5.5 XHigh"}. This record does not assert independent reproduction.

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