LM Fight Arena is a novel framework for evaluating large multimodal models (LMMs) by pitting them against each other in a game competition. This benchmark assesses an LMM's strategic reasoning capabilities in a dynamic setting, providing a fully automated, reproducible, and objective evaluation.