MLPerf Inference v6.0: Five New Benchmarks Including GPT-OSS 120B and Text-to-Video

MLCommons·medium signal

MLCommons released MLPerf Inference v6.0 results on April 1 with 24 participating organizations. Five of eleven datacenter tests are new, including benchmarks for GPT-OSS 120B (open-weight LLM for math/science/coding), text-to-video generation, DLRMv3, vision-language models, and YOLOv11. NVIDIA's Blackwell Ultra reported up to 2.77x token/sec speedups vs GB200 NVL72. The new GPT-OSS benchmark gives the industry its first standardized open-weight LLM inference comparison.