SpireBench is a new benchmark for evaluating the long-horizon strategic play of agentic models, specifically large language models (LLMs). It uses the game Slay the Spire to test models' ability to make decisions that impact long-term success. The benchmark shows that frontier models can beat heuristic baselines and match the average human player, but struggle to beat experts and make optimal decisions over long runs.