# Game Playing on Balatro In-distribution seeds Source: [Game Playing on Balatro In-distribution seeds]() Collection index: [llms.txt]() Data updated: 2026-05-26T08:48:30.797Z Evaluation of model performance on playing the card game Balatro using in-distribution seeds, measured by capped mean final round and completion rate. 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 | Game Playing | | Dataset (including any stated split) | Balatro In-distribution seeds | | Metric | Capped Mean Final Round | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Capped Mean Final Round](): Higher is better; unit: SCALAR. - [Completion Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Capped Mean Final Round | Result date | Report paper | | --- | --- | --- | --- | | DemoEvolve | 24 | Not recorded | 6a152932dbd7150506f7dff8 | | DemoEvolve | 24 | Not recorded | 6a152932dbd7150506f7dff8 | | DemoEvolve | 23.33 | Not recorded | 6a152932dbd7150506f7dff8 | | Meta-Harness | 23 | Not recorded | 6a152932dbd7150506f7dff8 | | BalatroLLM | 22 | Not recorded | 6a152932dbd7150506f7dff8 | | DemoEvolve | 22 | Not recorded | 6a152932dbd7150506f7dff8 | | Meta-Harness | 19.33 | Not recorded | 6a152932dbd7150506f7dff8 | | Meta-Harness | 18.3 | Not recorded | 6a152932dbd7150506f7dff8 | | OpenResearch | 17.7 | Not recorded | 6a152932dbd7150506f7dff8 | | OpenResearch | 17.3 | Not recorded | 6a152932dbd7150506f7dff8 | | BalatroLLM | 17 | Not recorded | 6a152932dbd7150506f7dff8 | | BalatroLLM | 17 | Not recorded | 6a152932dbd7150506f7dff8 | | Meta-Harness | 16.7 | Not recorded | 6a152932dbd7150506f7dff8 | | OpenResearch | 16.67 | Not recorded | 6a152932dbd7150506f7dff8 | | OpenResearch | 15 | Not recorded | 6a152932dbd7150506f7dff8 | | BalatroLLM | 12 | Not recorded | 6a152932dbd7150506f7dff8 | ### DemoEvolve Capped Mean Final Round: 24. Result ID: 6a155dcdfbc373592c0cdaaa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"B"}. This record does not assert independent reproduction. ### DemoEvolve Capped Mean Final Round: 24. Result ID: 6a155dcdfbc373592c0cdaab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"C"}. This record does not assert independent reproduction. ### DemoEvolve Capped Mean Final Round: 23.33. Result ID: 6a155dcdfbc373592c0cdaac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregate":"ID Average"}. This record does not assert independent reproduction. ### Meta-Harness Capped Mean Final Round: 23. Result ID: 6a155dcdfbc373592c0cdaa2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"B"}. This record does not assert independent reproduction. ### BalatroLLM Capped Mean Final Round: 22. Result ID: 6a155dcdfbc373592c0cda9e. [Reporting paper]() Recorded evaluation configuration: {"Seed":"B"}. This record does not assert independent reproduction. ### DemoEvolve Capped Mean Final Round: 22. Result ID: 6a155dcdfbc373592c0cdaa9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"A"}. This record does not assert independent reproduction. ### Meta-Harness Capped Mean Final Round: 19.33. Result ID: 6a155dcdfbc373592c0cdaa4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Aggregate":"ID Average"}. This record does not assert independent reproduction. ### Meta-Harness Capped Mean Final Round: 18.3. Result ID: 6a155dcdfbc373592c0cdaa3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"C"}. This record does not assert independent reproduction. ### OpenResearch Capped Mean Final Round: 17.7. Result ID: 6a155dcdfbc373592c0cdaa7. [Reporting paper]() Recorded evaluation configuration: {"Seed":"C"}. This record does not assert independent reproduction. ### OpenResearch Capped Mean Final Round: 17.3. Result ID: 6a155dcdfbc373592c0cdaa5. [Reporting paper]() Recorded evaluation configuration: {"Seed":"A"}. This record does not assert independent reproduction. ### BalatroLLM Capped Mean Final Round: 17. Result ID: 6a155dcdfbc373592c0cda9f. [Reporting paper]() Recorded evaluation configuration: {"Seed":"C"}. This record does not assert independent reproduction. ### BalatroLLM Capped Mean Final Round: 17. Result ID: 6a155dcdfbc373592c0cdaa0. [Reporting paper]() Recorded evaluation configuration: {"Aggregate":"ID Average"}. This record does not assert independent reproduction. ### Meta-Harness Capped Mean Final Round: 16.7. Result ID: 6a155dcdfbc373592c0cdaa1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Seed":"A"}. This record does not assert independent reproduction. ### OpenResearch Capped Mean Final Round: 16.67. Result ID: 6a155dcdfbc373592c0cdaa8. [Reporting paper]() Recorded evaluation configuration: {"Aggregate":"ID Average"}. This record does not assert independent reproduction. ### OpenResearch Capped Mean Final Round: 15. Result ID: 6a155dcdfbc373592c0cdaa6. [Reporting paper]() Recorded evaluation configuration: {"Seed":"B"}. This record does not assert independent reproduction. ### BalatroLLM Capped Mean Final Round: 12. Result ID: 6a155dcdfbc373592c0cda9d. [Reporting paper]() Recorded evaluation configuration: {"Seed":"A"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.