Several organizations, including Google and OpenAI, are vying for dominance in the development of large language models (LLMs) that can operate on LMSys. Google currently holds a lead with two models, while OpenAI has recently announced its "o3" model, which some consider to be a potentially AGI-capable system. xAI is also making moves, releasing Grok 2.5 and promising an upcoming version of Grok that will surpass human performance on LMSys. The top spot on March 1st in New York is expected to go to one of these organizations, with resolution criteria based on their respective ELO scores. A tie for first place between Google and OpenAI would result in a partial resolution, taking into account the confidence intervals.