AMD Zen 6 Technical Deep Dive 81

AMD Zen 6 Technical Deep Dive

Beyond Zen 6: Roadmap »

Helion Racks


Alongside the silicon, AMD introduced Helion, a rack-scale reference design. The argument behind it is that agentic AI has created a new tier of infrastructure that does not map onto existing racks.

AMD splits the agentic pipeline across three infrastructure tiers:
  • GPU servers, the host node—high-frequency cores and maximum CPU-to-GPU bandwidth
  • Agent CPU servers, the sandboxes—the maximum number of performant cores per watt
  • General purpose CPU servers—a balance of performance, core count, power and cost
The middle tier is the new one. Agent sandboxes are short-lived, isolated environments spun up and torn down by the thousands, and they are pure CPU work. Three Helion configurations address it:

 Helion LiquidHelion AirHelion Air Inference
CoolingCPU, liquid cooledCPU, air cooledCPU + GPU, air cooled
Cores per rack36,864 (48 OU) / 32,768 (44 OU)16,384 at 400 W / 8,192 at 600 W12,288
Node layout32 x 1 OU32 x 1 OU or 16 x 2 OU24 x 1 OU CPU, 2 x 4 OU GPU
Power per node400-600 W400 W or 600 W400 W or 600 W
Accelerators——Up to 16 MI350P, 74 PFLOPS FP4


A fully populated Helion Liquid rack reaches 73,728 threads at around 120 kW. AMD compared that against competing racks in the same 44/48 OU ORv3 footprint: Intel "Clearwater Forest" at 288 cores reaches 36,864 threads, NVIDIA Vera "Olympus" at 88 cores reaches 45,056 threads in 48 U MGX, and an Arm Neoverse design at 136 cores reaches 20,672.

The software side is the ROCm Agentic Toolkit, a reference stack covering the agent harness, scheduling and placement, session management, sandboxing, caching and memory, and a policy-based model router. AMD emphasized standard racks, standard servers and open-source tooling throughout. More than ten "Helion Certified" racks are planned, with the first available starting November 2026.
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Nov 11th, 2026 04:02 CST change timezone

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