AMD has unveiled the Threadripper Halo, a workstation-class system aimed at machine learning researchers who want to run large AI models locally rather than in the cloud. Announced at IFA 2026 for launch next year, it marks the first time AMD has offered its Instinct accelerators in a workstation form factor, positioning the machine as a rival to Nvidia's DGX Station in the high-end local-AI market.

The liquid-cooled system pairs a 96-core Threadripper PRO 9995WX CPU with up to 2TB of DDR5 memory, and can be configured with up to four PCIe-based MI350P Instinct GPUs, together offering up to 576GB of HBM3e memory and 16TB/s of bandwidth, enough to run trillion-parameter models entirely in GPU memory. AMD has not confirmed pricing, but The Register estimates it could cost between $100,000 and $150,000, and power demands may require an electrical circuit upgrade, which may explain why only two GPUs were fitted in the unit shown at IFA rather than the maximum four.