Photo by Dao Hieu on Unsplash. Source: https://unsplash.com/photos/2snX_tffBxM (Unsplash License).

NVIDIA’s Vera Rubin page lists 19.2 TB/s of HBM4 bandwidth per GPU. In September it listed 22.

  • Per GPU bandwidth fell 12.7 percent, and NVLink 6 fell from 3.6 to 3 TB/s.
  • The 72 GPU rack went from 1,580 to 1,400 TB/s while capacity held at 20.7 TB.
  • The eight GPU HGX board lost 26 percent, from 176 to 130 TB/s, and capacity fell from 2.3 TB to 2 TB.
  • NVIDIA calls the earlier figures preliminary architectural targets and says the published numbers reflect what the system sustains in volume production.
  • The HGX page still prints 22 TB/s per GPU beside a 130 TB/s system total.
  • NVIDIA’s own Rubin architecture write-up still claims 2.8 times Blackwell bandwidth, because it uses the old 22 TB/s figure.
  • Decode is memory bound, so the cut lands on tokens per second before it lands on training.

AMD’s Instinct MI455X lists 432 GB at 23.3 TB/s per GPU, ahead on both published figures. Read the full analysis.

By Ivan Tarin

Ivan Tarin is a Principal Product Marketing Manager at SUSE, where he owns go-to-market strategy and positioning for a seven-product cloud-native portfolio spanning Kubernetes, virtualization, storage, security, and observability. A former full-stack developer who shipped production code for enterprise and public-sector clients including U.S. national laboratories, Ivan translates complex infrastructure and AI technology into messaging that lands with developers, platform teams, and enterprise buyers. He has presented at KubeCon, SUSECON, and AWS Developer Week, and is currently pursuing an MS in Artificial Intelligence at the University of Colorado Boulder.

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