# Human Move Prediction on 12,000 balanced bullet decision points Elo 2100-2300 Source: [Human Move Prediction on 12,000 balanced bullet decision points Elo 2100-2300]() Collection index: [llms.txt]() Data updated: 2026-04-01T08:42:42.019Z Evaluation of model performance on predicting human moves within a specific Elo-rated subset of balanced bullet decision points (Elo 2100-2300), measured by Top-1 accuracy. 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 | Human move prediction | | Dataset (including any stated split) | 12,000 balanced bullet decision points Elo 2100-2300 | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | 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 - [Top-1 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | V2.2 final | 54.3 | Not recorded | 69cca69e0636e5bf4afcbc11 | | Maia-2 blitz | 49.5 | Not recorded | 69cca69e0636e5bf4afcbc11 | | Maia-2 rapid | 49 | Not recorded | 69cca69e0636e5bf4afcbc11 | ### V2.2 final Top-1 Accuracy: 54.3. Result ID: 69ccda4147f34ce924b69973. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input format":"full preceding move sequence"}. This record does not assert independent reproduction. ### Maia-2 blitz Top-1 Accuracy: 49.5. Result ID: 69ccda4147f34ce924b69975. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input format":"FEN string"}. This record does not assert independent reproduction. ### Maia-2 rapid Top-1 Accuracy: 49. Result ID: 69ccda4147f34ce924b69974. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Input format":"FEN string"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.