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MLPerf inference v6.0 benchmark released as AI inference datacentre chip race intensifies

MLCommons released MLPerf inference v6.0 benchmark results on April 1, with 23 companies submitting 451 results comparing datacentre accelerators from Nvidia, AMD and Intel. The round added new large generative AI models including DeepSeek-R1 and Llama 3.1 405B, and expanded beyond text generation to video and multimodal benchmarks. Nvidia posted top scores with Blackwell-based GB300 and B300 systems, while AMD entered clusters using Instinct MI355X.