
Agentic workloads accumulate context: long tool-call histories, many concurrent sessions and KV caches that grow with every step. Vera Rubin NVL72 (72 Rubin GPUs, 288GB of HBM4 per GPU at 22TB/s, one NVLink 6 domain) gives that cache a very large, very fast pool, which matters for fleets of long-running agents and much less for short-lived calls that fit on a single node. Access is early and reservation-only today, with tracked Vera Rubin price from roughly $11.00/hr in a thin market. Register interest and we will confirm what is securable. GB300 for AI agents, B300 and H200 are the options available for agent deployments now.
Agent workloads stress memory in a way plain chat does not: long tool-call histories, many concurrent sessions and KV caches that grow with every step. Vera Rubin NVL72 gives that cache a very large pool, 288GB of HBM4 per GPU at 22TB/s across 72 GPUs in one NVLink 6 domain, which matters for fleets of long-running agents and much less for short-lived calls that fit on a single node. It is also early: access is reservation-only, supply is thin, a rack is contracted as a unit at an estimated 190-230kW, and GB300 offers the same rack-scale approach available now. For agent traffic that runs comfortably on B300, B200 or H200 nodes, the rack adds cost without a matching gain, so Vera Rubin is a plan for the most context-hungry agent fleets.
Vera Rubin availability is placement-sensitive and still forming: confirm real in-country supply before planning around it. See Vera Rubin availability by country below.
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