Generative AI and Large Language Models (LLMs) have achieved remarkable success in Natural Language Processing (NLP) tasks, and their evolution now extends to performing actions beyond text comprehension. This marks a significant shift in the pursuit of Artificial General Intelligence. Evaluating the gaming prowess of LLMs, particularly in the context of Pokemon battles, serves as an effective benchmark for assessing their game-playing capabilities. In a n