<p>➀ The MLPerf Inference v5.0 results have been released, showing that NVIDIA Hopper systems dominate the rankings; </p><p>➁ Intel and AMD also have their own submissions, focusing on different market segments; </p><p>➂ The article discusses the performance of various systems and the focus on Deepseek-R1 671B inference performance.</p>