Civilization V

CivBench benchmarks LLMs playing Civilization V

Researchers introduced a controlled version of CivBench, having LLMs act as strategists in Civilization V across three fixed starts. GLM-5.3 outperformed Opus-5.5 and Qwen-3.8-27B held up surprisingly well; the benchmark tests long-horizon decisions whose effects appear 50-100+ turns later. The open-source Vox Deorum tool supports local models and human-vs-AI play.