Nvidia's DGX Spark mini supercomputer is now available for $3,999 from Nvidia and PC makers such as Acer, ASUS, Dell Technologies, GIGABYTE, HPI, Lenovo and MSI and it'll be interesting to see how impacts inference and physical AI plans.
DGX Spark’s sales will kick off Wednesday at Nvidia and partners. DGX Spark launched in March after being introduced as Project Digits at CES 2025. The system, basically a supercomputer in a mini-desktop form factor, is aimed at developers. The idea was that developers would use DGX Spark to develop and run models locally and then upload them to the cloud for production.
The reality is there will be plenty of DGX Spark buyers who want to say they have a supercomputer even though they won't be useful for everyday tasks.

For Nvidia, the launch of DGX Spark is a way to highlight the power of its stack. DGX Spark is built on Nvidia Grace Blackwell architecture and integrates the company's GPUs, CPUs, networking and software libraries.
In other words, DGX Spark may be handy for inference at the edge and physical AI. DGX Spark has a petaflop of AI performance, 128GB of unified memory and the ability to run inference with up to 200 billion parameters.

For all the hubbub of Nvidia CEO Jensen Huang delivering the first DGX Spark system to Space-X's Elon Musk, the real impact will likely be at the edge. A few thoughts:
- DGX Spark has more power than Nvidia's 2016 DGX-1 system from 2016 with a much lower price and power profile.
- The system has Nvidia's AI software stack preinstalled, which will only solidify the company's dominance in AI applications.
- Nvidia said early DGX Spark customers are validating and optimizing tools for the system.
- The real impact of DGX Spark will come from enterprise deployments at the edge. Can DGX Spark be hardened for the manufacturing floor, supply chain and other less hospitable places? Most likely.
- Robotics use cases were cited by Nvidia in a blog post.
- Ultimately, DGX Spark's impact is likely to be seen in physical AI.
For now, it'll be interesting just to see how sales go. DGX Spark systems will be available for sale Oct. 15.
