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MLCommons[4] published the MLPerf Inference v6.1 results on 16 September 2026 - its GlobeNewswire release is datelined 'SAN FRANCISCO, Sept. 16, 2026' and stamped '11:00 AM EDT' - and NVIDIA's[2] post of the same day says the results were 'released today'.
NVIDIA's[1] product page for the benchmarked system: 72 Rubin GPUs and 36 Vera CPUs per rack, 20.7 TB of HBM4 at 1,400 TB/s, 3,168 Olympus CPU cores, sixth-generation NVLink, and one-tenth the cost per million tokens of GB200 NVL72.
Independent analysis of the round 'published September 16, 2026': Vera Rubin NVL72 was entered in the Preview category reserved for platforms due to ship by the next round, 30 organizations produced 486 results, and NVIDIA's[1][2] 30x AgentX figure is separate from, and not verified by, MLCommons[4].
MLCommons' own announcement of the v6.1 round, dated September 16, 2026: a record 30 submitting organizations, two new tests (End-to-End RAG and Edge Agentic Inference), up to 5.7x on DeepSeek R1 versus a year earlier, and 'NVIDIA[1][2] Rubin and NVIDIA Vera Rubin NVL72 is in preview' among five new processors.
The GlobeNewswire copy of MLCommons[4]' release, datelined 'SAN FRANCISCO, Sept. 16, 2026 (GLOBE NEWSWIRE)' and stamped 11:00 AM EDT, which gives the publication time of the results.
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