cff-version: 1.2.0 message: If you use this dataset, please cite it as below. title: "WorldCup Arena — frozen prediction archive" abstract: >- The complete frozen record of a prospective, leakage-free evaluation of six frontier LLMs over the 2026 FIFA World Cup: 4,494 scored predictions, 104 official results, 46 timestamped snapshots of 48 team dossiers, 848 raw model responses and 171 byte-identical archived prompts. type: dataset license: CC-BY-4.0 year: 2026 authors: - family-names: Wang given-names: Zhenran - family-names: Bian given-names: Zhonghan - family-names: Li given-names: Jinsong - family-names: Qi given-names: Zhangyang keywords: - forecasting - llm-evaluation - benchmark - prospective-evaluation