ASUS GX10-GG0010BN AI edge system 128GB 1TB

Compact AI Supercomputer

The ASUS Ascent GX10 is a desktop-class AI system built around the NVIDIA GB10 Grace Blackwell Superchip with 128GB of LPDDR5x coherent unified memory and a 1TB NVMe PCIe 4.0 drive. It targets developers and researchers who need local, private inference and fine-tuning for large language models up to 200B parameters without relying on cloud resources. The system runs DGX OS and supports agentic frameworks such as OpenClaw and NemoClaw for sandboxed, governed agent workflows.

Scaling Beyond Single-Node Limits

A single GX10 delivers 1 petaFLOP of FP4 AI compute, which covers prototyping and inference for models up to 200B parameters. When workloads grow to 405B parameters or require 256GB of unified memory and up to 8TB of storage, two units can be stacked through the integrated NVIDIA ConnectX-7 NIC and NVLink-C2C interconnect to double performance and capacity. This scaling path is worth it when a single device hits memory or parameter ceilings.

Sustained Thermal Performance

The chassis uses a dual-fan cooling design rated at 1.6× better thermal efficiency than conventional layouts, allowing the GB10 superchip to maintain high throughput during long training or inference runs. Power is supplied through a USB-C PD 3.1 EPR port accepting up to 240W at 48V/5A, with an additional 180W PD input available. This thermal and power envelope keeps clocks stable under continuous load rather than throttling after short bursts.