# High-performance AI computing hardware developments

> Live situation record from CLSTR: https://clstr.news/situations/high-performance-ai-computing-hardware-developments
> Updated: 2026-08-27T16:30:00.000Z. Sources: 15. Developments: 2.

Developments in high-performance AI computing hardware and infrastructure have been highlighted by new commercial orders and product launches.

SuperX AI Technology Limited secured a $38.8 million order from Japan’s Woodman Inc. to provide an NVIDIA B300 GPU-based server cluster for an AI infrastructure project in Yokohama. This project, scheduled for completion by mid-November 2026, marks SuperX’s transition toward providing comprehensive AI infrastructure solutions.

Concurrently, MSI announced the XpertStation WS300, a deskside AI supercomputer utilizing the NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip. The workstation is designed for local enterprise environments to facilitate the development and deployment of large-scale AI models and agentic workloads, aiming to reduce reliance on cloud-based inference.

## Claims

- MSI has begun shipping the XpertStation WS300. (corroborated by 4 sources)
- The XpertStation WS300 is powered by the NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip. (corroborated by 4 sources)
- The system integrates up to 748GB of coherent memory. (corroborated by 4 sources)
- The device features dual 400GbE high-speed networking via NVIDIA ConnectX-8 SuperNIC. (corroborated by 4 sources)
- Two XpertStation WS300 systems can be clustered to expand computing capacity. (corroborated by 4 sources)
- The product is available for purchase through ASI, D&H, and Newegg. (corroborated by 4 sources)

## Timeline

### 2026-08-27: MSI launches XpertStation WS300 AI supercomputer

MSI has launched the XpertStation WS300, a deskside AI supercomputer powered by NVIDIA's GB300 Grace Blackwell Ultra chip for local enterprise AI development.

12 sources. https://clstr.news/cluster/msi-begins-shipping-xpertstation-ws300-ai-supercomputer

### 2026-08-25: SuperX AI secures $38.8 million NVIDIA B300 server order in Japan

SuperX AI Technology Limited secured a $38.8 million order from Woodman Inc. to provide NVIDIA B300 GPU server clusters for an AI infrastructure project in Yokohama, Japan.

3 sources. https://clstr.news/cluster/superx-ai-secures-388-million-nvidia-b300-server-order-in-japan

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Cite as: High-performance AI computing hardware developments. CLSTR, https://clstr.news/situations/high-performance-ai-computing-hardware-developments