AI giants are shifting the global competition in large language models (LLMs) away from benchmark dominance toward sustainability and real-world applicability, signaling a new phase in how artificial intelligence performance is measured. The move highlights rising concerns about energy use, environmental impact, and user experience as essential evaluation metrics.